Review articles

This is a mostly auto-generated list of review articles on machine learning and artificial intelligence that are on arXiv. Although some of them were written for a specific technical audience or application, the techniques described are nonetheless generally relevant. The list is sorted reverse chronologically by the last updated date of the reviews. It was generated on 2022-05-07. It includes articles mainly from the arXiv categories cs.AI, cs.CL, cs.CV, cs.IR, cs.LG, cs.NE, eess.IV, and stat.ML. A short link to this page is https://j.mp/lc-ml-reviews. The source code along with the CSV data for generating this page are linked. Any incorrect or missing entries can be reported as an issue. This page is currently not automatically updated. An auto-updated RSS feed is however available.

• Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations (2022) │ pdf │ cs.DL
• Learning to Solve Vehicle Routing Problems: A Survey (2022) │ pdf │ cs.LG
• Surface Reconstruction from Point Clouds: A Survey and a Benchmark (2022) │ pdf │ cs.CV
• Machine Learning Operations (MLOps): Overview, Definition, and Architecture (2022) │ pdf │ cs.LG
• Graph Self-Supervised Learning: A Survey (2021-2022) │ pdf │ cs.LG
• Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning (2022) │ pdf │ cs.LG
• A Comprehensive Survey and Taxonomy on Image Dehazing Based on Deep Learning (2021-2022) │ pdf │ cs.CV
• Informativeness and Invariance: Two Perspectives on Spurious Correlations in Natural Language (2022) │ pdf │ cs.CL
• A Review on Pushing the Limits of Baseline Recommendation Systems with the integration of Opinion Mining & Information Retrieval Techniques (2022) │ pdf │ cs.IR
• Vision-and-Language Pretrained Models: A Survey (2022) │ pdf │ cs.CV
• Application of belief functions to medical image segmentation: A review (2022) │ pdf │ cs.CV
• Meta Learning for Natural Language Processing: A Survey (2022) │ pdf │ cs.CL
• A Comprehensive Survey of Image Augmentation Techniques for Deep Learning (2022) │ pdf │ cs.CV
• Outdoor Monocular Depth Estimation: A Research Review (2022) │ pdf │ cs.CV
• Deep Learning in Multimodal Remote Sensing Data Fusion: A Comprehensive Review (2022) │ pdf │ cs.CV
• A Survey of Deep Learning Models for Structural Code Understanding (2022) │ pdf │ cs.SE
• Recent, rapid advancement in visual question answering architecture: a review (2022) │ pdf │ cs.CV
• A Comprehensive Survey with Quantitative Comparison of Image Analysis Methods for Microorganism Biovolume Measurements (2022) │ pdf │ cs.CV
• A Survey on Uncertainty Toolkits for Deep Learning (2022) │ pdf │ cs.LG
• Off-resonance artifact correction for magnetic resonance imaging: a review (2022) │ pdf │ eess.IV
• State-of-the-art in Open-domain Conversational AI: A Survey (2022) │ pdf │ cs.CL
• Exploration in Deep Reinforcement Learning: A Survey (2022) │ pdf │ cs.LG
• A Survey of Visual Transformers (2021-2022) │ pdf │ cs.CV
• Recent Advances and New Frontiers in Spiking Neural Networks (2022) │ pdf │ cs.NE
• A Survey of Decentralized Online Learning (2022) │ pdf │ cs.LG
• Artificial Intelligence and Medicine: A literature review (2022) │ pdf │ q-bio.QM
• A Survey of Machine Narrative Reading Comprehension Assessments (2022) │ pdf │ cs.AI
• Perception and Navigation in Autonomous Systems in the Era of Learning: A Survey (2020-2022) │ pdf │ cs.CV
• Post-hoc Interpretability for Neural NLP: A Survey (2021-2022) │ pdf │ cs.CL
• Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks (2022) │ pdf │ cs.CL
• A review of Federated Learning in Intrusion Detection Systems for IoT (2022) │ pdf │ cs.CR
• Distributed intelligence on the Edge-to-Cloud Continuum: A systematic literature review (2022) │ pdf │ cs.LG
• Foundations for learning from noisy quantum experiments (2022) │ pdf │ quant-ph
• Generative Adversarial Networks for Image Super-Resolution: A Survey (2022) │ pdf │ eess.IV
• Computer Vision for Road Imaging and Pothole Detection: A State-of-the-Art Review of Systems and Algorithms (2022) │ pdf │ cs.CV
• What do You Mean by Relation Extraction? A Survey on Datasets and Study on Scientific Relation Classification (2022) │ pdf │ cs.CL
• Medical Image Segmentation with 3D Convolutional Neural Networks: A Survey (2021-2022) │ pdf │ eess.IV
• A Survey on Unsupervised Industrial Anomaly Detection Algorithms (2022) │ pdf │ cs.CV
• Image-text Retrieval: A Survey on Recent Research and Development (2022) │ pdf │ cs.IR
• An Overview of Color Transfer and Style Transfer for Images and Videos (2022) │ pdf │ cs.CV
• Transformers in Time-series Analysis: A Tutorial (2022) │ pdf │ cs.LG
• A Survey on Dialogue Summarization: Recent Advances and New Frontiers (2021-2022) │ pdf │ cs.CL
• A Survey on Machine Learning Approaches for Modelling Intuitive Physics (2022) │ pdf │ cs.LG
• Monte Carlo Tree Search: A Review of Recent Modifications and Applications (2021-2022) │ pdf │ cs.AI
• Automated scholarly paper review: Technologies and challenges (2021-2022) │ pdf │ cs.AI
• Reinforcement learning on graphs: A survey (2022) │ pdf │ cs.LG
• A Survey on XAI for Beyond 5G Security: Technical Aspects, Use Cases, Challenges and Research Directions (2022) │ pdf │ cs.NI
• Hyperspectral Image Classification-Traditional to Deep Models: A Survey for Future Prospects (2021-2022) │ pdf │ eess.IV
• Explainable artificial intelligence for autonomous driving: An overview and guide for future research directions (2021-2022) │ pdf │ cs.AI
• SVD Perspectives for Augmenting DeepONet Flexibility and Interpretability (2022) │ pdf │ cs.LG
• A New Lagrangian Problem Crossover: A Systematic Review and Meta-Analysis of Crossover Standards (2022) │ pdf │ cs.NE
• A Review on Graph Neural Network Methods in Financial Applications (2021-2022) │ pdf │ q-fin.ST
• Capabilities and Skills in Manufacturing: A Survey Over the Last Decade of ETFA (2022) │ pdf │ cs.AI
• A survey on attention mechanisms for medical applications: are we moving towards better algorithms? (2022) │ pdf │ cs.CV
• Material Measurement Units for a Circular Economy: Foundations through a Review (2021-2022) │ pdf │ cs.CV
• A Survey of Human-in-the-loop for Machine Learning (2021-2022) │ pdf │ cs.LG
• Discussion of Multiscale Fisher’s Independence Test for Multivariate Dependence (2022) │ pdf │ math.ST
• A Comparative Study on Approaches to Acoustic Scene Classification using CNNs (2022) │ pdf │ cs.SD
• An Overview of Recent Work in Media Forensics: Methods and Threats (2022) │ pdf │ cs.CV
• Deep Weakly-Supervised Learning Methods for Classification and Localization in Histology Images: A Comparative Study (2019-2022) │ pdf │ cs.CV
• AI-Assisted Authentication: State of the Art, Taxonomy and Future Roadmap (2022) │ pdf │ cs.CR
• Self-Supervised Learning of Graph Neural Networks: A Unified Review (2021-2022) │ pdf │ cs.LG
• Are we ready for a new paradigm shift? A Survey on Visual Deep MLP (2021-2022) │ pdf │ cs.CV
• A Survey on Word Meta-Embedding Learning (2022) │ pdf │ cs.CL
• Physics-based Deep Learning (2021-2022) │ pdf │ cs.LG
• Rethinking Multi-Modal Alignment in Video Question Answering from Feature and Sample Perspectives (2022) │ pdf │ cs.CV
• Fast Facial Landmark Detection and Applications: A Survey (2021-2022) │ pdf │ cs.CV
• Single Object Tracking Research: A Survey (2022) │ pdf │ cs.CV
• Deep Learning for Medical Image Registration: A Comprehensive Review (2022) │ pdf │ eess.IV
• A Comparative Study of Meter Detection Methods for Automated Infrastructure Inspection (2022) │ pdf │ cs.CV
• Survey on Graph Neural Network Acceleration: An Algorithmic Perspective (2022) │ pdf │ cs.LG
• Locality Sensitive Hashing for Structured Data: A Survey (2022) │ pdf │ cs.DS
• Embedding Knowledge for Document Summarization: A Survey (2022) │ pdf │ cs.CL
• A State-of-the-art Survey of U-Net in Microscopic Image Analysis: from Simple Usage to Structure Mortification (2022) │ pdf │ eess.IV
• A Survey on Deep Hashing Methods (2020-2022) │ pdf │ cs.CV
• When Doubly Robust Methods Meet Machine Learning for Estimating Treatment Effects from Real-World Data: A Comparative Study (2022) │ pdf │ stat.ME
• Comparative Study of Machine Learning Test Case Prioritization for Continuous Integration Testing (2022) │ pdf │ cs.SE
• Towards an Enhanced Understanding of Bias in Pre-trained Neural Language Models: A Survey with Special Emphasis on Affective Bias (2022) │ pdf │ cs.CL
• Creative Problem Solving in Artificially Intelligent Agents: A Survey and Framework (2022) │ pdf │ cs.AI
• Few-shot learning for medical text: A systematic review (2022) │ pdf │ cs.CL
• Deep Learning on Monocular Object Pose Detection and Tracking: A Comprehensive Overview (2021-2022) │ pdf │ cs.CV
• AI-Based Automated Speech Therapy Tools for persons with Speech Sound Disorders: A Systematic Literature Review (2022) │ pdf │ cs.HC
• Resilient robot teams: a review integrating decentralised control, change-detection, and learning (2022) │ pdf │ cs.RO
• Automating Speedrun Routing: Overview and Vision (2021-2022) │ pdf │ cs.NE
• Fairness in Graph Mining: A Survey (2022) │ pdf │ cs.LG
• Deep Bayesian Active Learning, A Brief Survey on Recent Advances (2020-2022) │ pdf │ cs.LG
• Visual Attention Methods in Deep Learning: An In-Depth Survey (2022) │ pdf │ cs.CV
• A Survey and Perspective on Artificial Intelligence for Security-Aware Electronic Design Automation (2022) │ pdf │ cs.LG
• Sequential Point Clouds: A Survey (2022) │ pdf │ cs.CV
• A Brief Guide to Designing and Evaluating Human-Centered Interactive Machine Learning (2022) │ pdf │ cs.HC
• A Survey on Neural Abstractive Summarization Methods and Factual Consistency of Summarization (2022) │ pdf │ cs.CL
• A Comparative Study of Deep Reinforcement Learning-based Transferable Energy Management Strategies for Hybrid Electric Vehicles (2022) │ pdf │ cs.LG
• Review of Serial and Parallel Min-Cut/Max-Flow Algorithms for Computer Vision (2022) │ pdf │ cs.CV
• A Survey of Video-based Action Quality Assessment (2022) │ pdf │ cs.CV
• A Survey on Non-Autoregressive Generation for Neural Machine Translation and Beyond (2022) │ pdf │ cs.CL
• A Comprehensive Survey on Graph Anomaly Detection with Deep Learning (2021-2022) │ pdf │ cs.LG
• A Survey on Multi-hop Question Answering and Generation (2022) │ pdf │ cs.CL
• Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven’s Progressive Matrices (2022) │ pdf │ cs.AI
• A survey on improving NLP models with human explanations (2022) │ pdf │ cs.CL
• A Brief Survey on Deep Learning Based Data Hiding (2021-2022) │ pdf │ cs.CR
• Software Engineering Approaches for TinyML based IoT Embedded Vision: A Systematic Literature Review (2022) │ pdf │ cs.SE
• Image Data Augmentation for Deep Learning: A Survey (2022) │ pdf │ cs.CV
• A Tour of Visualization Techniques for Computer Vision Datasets (2022) │ pdf │ cs.CV
• A Comprehensive Survey on Trustworthy Graph Neural Networks: Privacy, Robustness, Fairness, and Explainability (2022) │ pdf │ cs.LG
• An Intuitive Tutorial to Gaussian Processes Regression (2020-2022) │ pdf │ stat.ML
• An overview of mixing augmentation methods and augmentation strategies (2021-2022) │ pdf │ cs.CV
• A Comprehensive Survey on Data-Efficient GANs in Image Generation (2022) │ pdf │ cs.CV
• Optical Remote Sensing Image Understanding with Weak Supervision: Concepts, Methods, and Perspectives (2022) │ pdf │ cs.CV
• U-Net and its variants for Medical Image Segmentation : A short review (2022) │ pdf │ eess.IV
• Learning-Based Approaches for Graph Problems: A Survey (2022) │ pdf │ math.CO
• Complex Knowledge Base Question Answering: A Survey (2021-2022) │ pdf │ cs.CL
• A Survey on Efficient Processing of Similarity Queries over Neural Embeddings (2022) │ pdf │ cs.DB
• Neural Re-ranking in Multi-stage Recommender Systems: A Review (2022) │ pdf │ cs.IR
• Computer Vision and Deep Learning for Fish Classification in Underwater Habitats: A Survey (2022) │ pdf │ cs.CV
• An Overview of Compressible and Learnable Image Transformation with Secret Key and Its Applications (2022) │ pdf │ cs.CV
• Sources of Irreproducibility in Machine Learning: A Review (2022) │ pdf │ cs.LG
• A Hitchhiker`s Guide through the Bio-image Analysis Software Universe (2022) │ pdf │ q-bio.QM
• A Machine Learning Tutorial for Operational Meteorology, Part I: Traditional Machine Learning (2022) │ pdf │ physics.ao-ph
• 2D Human Pose Estimation: A Survey (2022) │ pdf │ cs.CV
• Spatiotemporal Patterns in Neurobiology: An Overview for Future Artificial Intelligence (2022) │ pdf │ q-bio.NC
• Formal Language Recognition by Hard Attention Transformers: Perspectives from Circuit Complexity (2022) │ pdf │ cs.CC
• DL4SciVis: A State-of-the-Art Survey on Deep Learning for Scientific Visualization (2022) │ pdf │ cs.GR
• Video Captioning: a comparative review of where we are and which could be the route (2022) │ pdf │ cs.CV
• A Review of Machine Learning Methods Applied to Structural Dynamics and Vibroacoustic (2022) │ pdf │ cs.LG
• Generative Adversarial Networks for Image Augmentation in Agriculture: A Systematic Review (2022) │ pdf │ cs.CV
• A Review on Language Models as Knowledge Bases (2022) │ pdf │ cs.CL
• Internet of Things Device Capabilities, Architectures, Protocols, and Smart Applications in Healthcare Domain: A Review (2022) │ pdf │ cs.HC
• Super-Resolution for Selfie Biometrics: Introduction and Application to Face and Iris (2022) │ pdf │ cs.CV
• Combining Evolution and Deep Reinforcement Learning for Policy Search: a Survey (2022) │ pdf │ cs.LG
• Data Justice in Practice: A Guide for Developers (2022) │ pdf │ cs.CY
• Automatic detection of glaucoma via fundus imaging and artificial intelligence: A review (2022) │ pdf │ cs.CV
• A survey in Adversarial Defences and Robustness in NLP (2022) │ pdf │ cs.CL
• A Comparative Study of Faithfulness Metrics for Model Interpretability Methods (2022) │ pdf │ cs.CL
• Machine Learning on Graphs: A Model and Comprehensive Taxonomy (2020-2022) │ pdf │ cs.LG
• Curriculum Learning: A Survey (2021-2022) │ pdf │ cs.LG
• Survey of Aspect-based Sentiment Analysis Datasets (2022) │ pdf │ cs.CL
• Metaethical Perspectives on ‘Benchmarking’ AI Ethics (2022) │ pdf │ cs.CY
• Zero-phase angle asteroid taxonomy classification using unsupervised machine learning algorithms (2022) │ pdf │ astro-ph.EP
• Resources for Turkish Natural Language Processing: A critical survey (2022) │ pdf │ cs.CL
• Machine Learning and Deep Learning – A review for Ecologists (2022) │ pdf │ q-bio.QM
• A Comparative Study of Pre-trained Encoders for Low-Resource Named Entity Recognition (2022) │ pdf │ cs.CL
• A State-of-the-art Survey of Object Detection Techniques in Microorganism Image Analysis: From Classical Methods to Deep Learning Approaches (2021-2022) │ pdf │ cs.CV
• A Survey on Legal Judgment Prediction: Datasets, Metrics, Models and Challenges (2022) │ pdf │ cs.CL
• Deflectometry for specular surfaces: an overview (2022) │ pdf │ physics.optics
• Bridging Gap between Image Pixels and Semantics via Supervision: A Survey (2021-2022) │ pdf │ cs.CV
• Foundations for Grassroots Democratic Metaverse (2022) │ pdf │ cs.CY
• Modeling Techniques for Machine Learning Fairness: A Survey (2021-2022) │ pdf │ cs.LG
• An Introductory Review of Spiking Neural Network and Artificial Neural Network: From Biological Intelligence to Artificial Intelligence (2022) │ pdf │ cs.NE
• Recent advances and clinical applications of deep learning in medical image analysis (2021-2022) │ pdf │ cs.CV
• A systematic review and meta-analysis of Digital Elevation Model (DEM) fusion: pre-processing, methods and applications (2022) │ pdf │ cs.CV
• ECG Biometric Recognition: Review, System Proposal, and Benchmark Evaluation (2022) │ pdf │ cs.LG
• Channel model for end-to-end learning of communications systems: A survey (2022) │ pdf │ cs.LG
• SuperNet in Neural Architecture Search: A Taxonomic Survey (2022) │ pdf │ cs.CV
• Generalizing to Unseen Domains: A Survey on Domain Generalization (2021-2022) │ pdf │ cs.LG
• Neural Entity Linking: A Survey of Models Based on Deep Learning (2020-2022) │ pdf │ cs.CL
• AI-augmented histopathologic review using image analysis to optimize DNA yield and tumor purity from FFPE slides (2022) │ pdf │ cs.CV
• Distributed Reinforcement Learning for Robot Teams: A Review (2022) │ pdf │ cs.RO
• A Survey of Multi-task Learning in Natural Language Processing: Regarding Task Relatedness and Training Methods (2022) │ pdf │ cs.CL
• GFlowNet Foundations (2021-2022) │ pdf │ cs.LG
• An Overview on Artificial Intelligence Techniques for Diagnosis of Schizophrenia Based on Magnetic Resonance Imaging Modalities: Methods, Challenges, and Future Works (2021-2022) │ pdf │ cs.LG
• A Comprehensive Review of Sign Language Recognition: Different Types, Modalities, and Datasets (2022) │ pdf │ cs.CV
• A tutorial on $\mathbf{SE}(3)$ transformation parameterizations and on-manifold optimization (2021-2022) │ pdf │ cs.RO
• A survey on recently proposed activation functions for Deep Learning (2022) │ pdf │ cs.LG
• Machine Learning based Medical Image Deepfake Detection: A Comparative Study (2021-2022) │ pdf │ cs.CV
• Advancing Data Justice Research and Practice: An Integrated Literature Review (2022) │ pdf │ cs.CY
• Graph Neural Networks Designed for Different Graph Types: A Survey (2022) │ pdf │ cs.LG
• Inducing Positive Perspectives with Text Reframing (2022) │ pdf │ cs.CL
• Drivers’ attention detection: a systematic literature review (2022) │ pdf │ cs.CV
• Yunshan Cup 2020: Overview of the Part-of-Speech Tagging Task for Low-resourced Languages (2022) │ pdf │ cs.CL
• Notes on Abstract Argumentation Theory (2018-2022) │ pdf │ cs.AI
• Towards Best Practices for Training Multilingual Dense Retrieval Models (2022) │ pdf │ cs.IR
• Design Guidelines for Inclusive Speaker Verification Evaluation Datasets (2022) │ pdf │ eess.AS
• Comparative Survey of Multigraph Integration Methods for Holistic Brain Connectivity Mapping (2022) │ pdf │ q-bio.NC
• A Survey of Adversarial Learning on Graphs (2020-2022) │ pdf │ cs.LG
• Survey of Hallucination in Natural Language Generation (2022) │ pdf │ cs.CL
• A Survey on Dropout Methods and Experimental Verification in Recommendation (2022) │ pdf │ cs.LG
• Survey of Matrix Completion Algorithms (2022) │ pdf │ cs.LG
• A pipeline and comparative study of 12 machine learning models for text classification (2022) │ pdf │ cs.IR
• A Survey on Graph Representation Learning Methods (2022) │ pdf │ cs.LG
• Restoring Vision through Retinal Implants – A Systematic Literature Review (2022) │ pdf │ q-bio.NC
• A Survey of Deep Learning Techniques for the Analysis of COVID-19 and their usability for Detecting Omicron (2022) │ pdf │ eess.IV
• Using Pre-Trained Language Models for Producing Counter Narratives Against Hate Speech: a Comparative Study (2022) │ pdf │ cs.CL
• Computer-Aided Extraction of Select MRI Markers of Cerebral Small Vessel Disease: A Systematic Review (2022) │ pdf │ eess.IV
• Privacy in Open Search: A Review of Challenges and Solutions (2021-2022) │ pdf │ cs.CR
• Automated Machine Learning for Deep Recommender Systems: A Survey (2022) │ pdf │ cs.IR
• Detection of Dangerous Events on Social Media: A Perspective Review (2022) │ pdf │ cs.SI
• Extended Reality for Anxiety and Depression Therapy amidst Mental Disorders – A Systematic Review (2022) │ pdf │ cs.HC
• On the Safety of Conversational Models: Taxonomy, Dataset, and Benchmark (2021-2022) │ pdf │ cs.CL
• Forecast Evaluation for Data Scientists: Common Pitfalls and Best Practices (2022) │ pdf │ cs.LG
• Multimedia Datasets for Anomaly Detection: A Review (2021-2022) │ pdf │ cs.CV
• Joint Gaussian Graphical Model Estimation: A Survey (2021-2022) │ pdf │ stat.ME
• A Survey on Data-driven Software Vulnerability Assessment and Prioritization (2021-2022) │ pdf │ cs.SE
• An Introduction to Quantum Computing for Statisticians and Data Scientists (2021-2022) │ pdf │ stat.CO
• pmuBAGE: The Benchmarking Assortment of Generated PMU Data for Power System Events – Part I: Overview and Results (2022) │ pdf │ cs.LG
• A Survey on Brain-Computer Interaction (2022) │ pdf │ cs.HC
• A Benchmark and Comprehensive Survey on Knowledge Graph Entity Alignment via Representation Learning (2021-2022) │ pdf │ cs.AI
• Intelligence at the Extreme Edge: A Survey on Reformable TinyML (2022) │ pdf │ cs.LG
• Introduction to the Artificial Intelligence that can be applied to the Network Automation Journey (2022) │ pdf │ cs.NI
• Graph Neural Networks in Recommender Systems: A Survey (2020-2022) │ pdf │ cs.IR
• Vision-Language Navigation: A Survey and Taxonomy (2021-2022) │ pdf │ cs.CV
• Machine Learning for Cataract Classification and Grading on Ophthalmic Imaging Modalities: A Survey (2020-2022) │ pdf │ eess.IV
• AUC Maximization in the Era of Big Data and AI: A Survey (2022) │ pdf │ cs.LG
• Data and Physics Driven Learning Models for Fast MRI – Fundamentals and Methodologies from CNN, GAN to Attention and Transformers (2022) │ pdf │ eess.IV
• A Review of Evolutionary Multi-objective Clustering Approaches (2021-2022) │ pdf │ cs.LG
• MmWave Radar and Vision Fusion for Object Detection in Autonomous Driving: A Review (2021-2022) │ pdf │ cs.CV
• Machine Learning and Artificial Intelligence in Circular Economy: A Bibliometric Analysis and Systematic Literature Review (2022) │ pdf │ cs.CY
• A Comparative Study on Speaker-attributed Automatic Speech Recognition in Multi-party Meetings (2022) │ pdf │ cs.SD
• A Survey of Robust 3D Object Detection Methods in Point Clouds (2022) │ pdf │ cs.CV
• Digitizing Historical Balance Sheet Data: A Practitioner’s Guide (2022) │ pdf │ cs.CV
• Time Series Data Augmentation for Deep Learning: A Survey (2020-2022) │ pdf │ cs.LG
• Interpretation of Black Box NLP Models: A Survey (2022) │ pdf │ cs.LG
• Graph Neural Networks in IoT: A Survey (2022) │ pdf │ cs.LG
• Extraction and Analysis of Fictional Character Networks: A Survey (2019-2022) │ pdf │ cs.SI
• A survey of neural models for the automatic analysis of conversation: Towards a better integration of the social sciences (2022) │ pdf │ cs.CL
• Model-based Reinforcement Learning: A Survey (2020-2022) │ pdf │ cs.LG
• When Physics Meets Machine Learning: A Survey of Physics-Informed Machine Learning (2022) │ pdf │ cs.LG
• Exploiting Single-Channel Speech for Multi-Channel End-to-End Speech Recognition: A Comparative Study (2022) │ pdf │ eess.AS
• Scientometric Review of Artificial Intelligence for Operations & Maintenance of Wind Turbines: The Past, Present and Future (2022) │ pdf │ cs.AI
• Artificial Intelligence: Framework of driving triggers to past, present and future applications and influencers of industry sector adoption (2022) │ pdf │ cs.CY
• Deep Multi-modal Fusion of Image and Non-image Data in Disease Diagnosis and Prognosis: A Review (2022) │ pdf │ cs.LG
• Getting more from the skyline operator through restricted skylines, regret minimizing sets and skyline ordering: a survey on their properties and comparison (2022) │ pdf │ cs.DB
• Model Comparison and Calibration Assessment: User Guide for Consistent Scoring Functions in Machine Learning and Actuarial Practice (2022) │ pdf │ stat.ML
• Biclustering Algorithms Based on Metaheuristics: A Review (2022) │ pdf │ cs.LG
• Automatic generation of semantic corpora for improving intent estimation of taxonomy-driven search engines (2022) │ pdf │ cs.CL
• Exploring ML testing in practice – Lessons learned from an interactive rapid review with Axis Communications (2022) │ pdf │ cs.SE
• The Mathematics of Comparing Objects (2022) │ pdf │ cs.AI
• Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey (2021-2022) │ pdf │ cs.CL
• Amortized Prompt: Guide CLIP to Domain Transfer Learning (2021-2022) │ pdf │ cs.CV
• Self-Supervised Learning for Recommender Systems: A Survey (2022) │ pdf │ cs.IR
• An Overview & Analysis of Sequence-to-Sequence Emotional Voice Conversion (2022) │ pdf │ cs.SD
• Vision-and-Language Navigation: A Survey of Tasks, Methods, and Future Directions (2022) │ pdf │ cs.CV
• Periocular Biometrics and its Relevance to Partially Masked Faces: A Survey (2022) │ pdf │ cs.CV
• Theoretical Foundations of t-SNE for Visualizing High-Dimensional Clustered Data (2021-2022) │ pdf │ stat.ML
• Deep Generative Modelling: A Comparative Review of VAEs, GANs, Normalizing Flows, Energy-Based and Autoregressive Models (2021-2022) │ pdf │ cs.LG
• MolGenSurvey: A Systematic Survey in Machine Learning Models for Molecule Design (2022) │ pdf │ cs.LG
• Encoder-Decoder Architecture for Supervised Dynamic Graph Learning: A Survey (2022) │ pdf │ cs.LG
• A Survey on Aspect-Based Sentiment Classification (2022) │ pdf │ cs.CL
• A General Survey on Attention Mechanisms in Deep Learning (2022) │ pdf │ cs.LG
• A Survey of Super-Resolution in Iris Biometrics with Evaluation of Dictionary-Learning (2022) │ pdf │ cs.CV
• RGBD Object Tracking: An In-depth Review (2022) │ pdf │ cs.CV
• A Survey of Robust Adversarial Training in Pattern Recognition: Fundamental, Theory, and Methodologies (2022) │ pdf │ cs.CV
• A Systematic Review on Interactive Virtual Reality Laboratory (2022) │ pdf │ cs.HC
• Tutorial: Modern Theoretical Tools for Understanding and Designing Next-generation Information Retrieval System (2022) │ pdf │ cs.IR
• A Meta Survey of Quality Evaluation Criteria in Explanation Methods (2022) │ pdf │ cs.AI
• AutoML for Deep Recommender Systems: A Survey (2022) │ pdf │ cs.IR
• Concept Embedding Analysis: A Review (2022) │ pdf │ cs.LG
• Split Computing and Early Exiting for Deep Learning Applications: Survey and Research Challenges (2021-2022) │ pdf │ eess.SP
• Generalization bounds for learning under graph-dependence: A survey (2022) │ pdf │ cs.LG
• A Comparative Survey of Deep Active Learning (2022) │ pdf │ cs.LG
• From Distributed Machine Learning to Federated Learning: A Survey (2021-2022) │ pdf │ cs.DC
• Shoring Up the Foundations: Fusing Model Embeddings and Weak Supervision (2022) │ pdf │ stat.ML
• A Survey on Reinforcement Learning for Recommender Systems (2021-2022) │ pdf │ cs.IR
• Applications of Artificial Neural Networks in Microorganism Image Analysis: A Comprehensive Review from Conventional Multilayer Perceptron to Popular Convolutional Neural Network and Potential Visual Transformer (2021-2022) │ pdf │ cs.CV
• Transformers Meet Visual Learning Understanding: A Comprehensive Review (2022) │ pdf │ cs.CV
• Deep Reinforcement Learning for Demand Driven Services in Logistics and Transportation Systems: A Survey (2021-2022) │ pdf │ cs.LG
• A Survey on Cross-Lingual Summarization (2022) │ pdf │ cs.CL
• Big Data Testing Techniques: Taxonomy, Challenges and Future Trends (2021-2022) │ pdf │ cs.AI
• An overview of active learning methods for insurance with fairness appreciation (2021-2022) │ pdf │ stat.ML
• An Algorithmic Introduction to Savings Circles (2022) │ pdf │ cs.GT
• Resource allocation optimization using artificial intelligence methods in various computing paradigms: A Review (2022) │ pdf │ cs.AI
• From Statistical Relational to Neural Symbolic Artificial Intelligence: a Survey (2021-2022) │ pdf │ cs.AI
• Feasibility of nowcasting SDG indicators: a comprehensive survey (2022) │ pdf │ cs.CY
• A Comprehensive Review of Computer Vision in Sports: Open Issues, Future Trends and Research Directions (2022) │ pdf │ cs.CV
• Countering Malicious DeepFakes: Survey, Battleground, and Horizon (2021-2022) │ pdf │ cs.CV
• Review of Metrics to Measure the Stability, Robustness and Resilience of Reinforcement Learning (2022) │ pdf │ cs.LG
• Text Transformations in Contrastive Self-Supervised Learning: A Review (2022) │ pdf │ cs.CL
• GAN Inversion: A Survey (2021-2022) │ pdf │ cs.CV
• Convolutional Neural Networks Demystified: A Matched Filtering Perspective Based Tutorial (2021-2022) │ pdf │ cs.IT
• Detection, Recognition, and Tracking: A Survey (2022) │ pdf │ cs.CV
• A Survey on Techniques for Identifying and Resolving Representation Bias in Data (2022) │ pdf │ cs.DB
• Recommender systems based on graph embedding techniques: A comprehensive review (2021-2022) │ pdf │ cs.IR
• Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey (2021-2022) │ pdf │ cs.CL
• Inductive logic programming at 30: a new introduction (2020-2022) │ pdf │ cs.AI
• Visuo-Haptic Object Perception for Robots: An Overview (2022) │ pdf │ cs.RO
• A Comparative Study on Basic Elements of Deep Learning Models for Spatial-Temporal Traffic Forecasting (2021-2022) │ pdf │ cs.LG
• A Primer on Maximum Causal Entropy Inverse Reinforcement Learning (2022) │ pdf │ cs.LG
• Towards a Change Taxonomy for Machine Learning Systems (2022) │ pdf │ cs.SE
• A survey on GANs for computer vision: Recent research, analysis and taxonomy (2022) │ pdf │ cs.LG
• Extracting Built Environment Features for Planning Research with Computer Vision: A Review and Discussion of State-of-the-Art Approaches (2022) │ pdf │ cs.CV
• Review of Disentanglement Approaches for Medical Applications – Towards Solving the Gordian Knot of Generative Models in Healthcare (2022) │ pdf │ cs.LG
• From Concept Drift to Model Degradation: An Overview on Performance-Aware Drift Detectors (2022) │ pdf │ cs.LG
• A Survey of Pretraining on Graphs: Taxonomy, Methods, and Applications (2022) │ pdf │ cs.LG
• A Modern Introduction to Online Learning (2019-2022) │ pdf │ cs.LG
• Survey: Geometric Foundations of Data Reduction (2020-2022) │ pdf │ cs.LG
• Unsupervised Automatic Speech Recognition: A Review (2021-2022) │ pdf │ cs.CL
• Optical Flow for Video Super-Resolution: A Survey (2022) │ pdf │ cs.CV
• Infrastructure-Based Object Detection and Tracking for Cooperative Driving Automation: A Survey (2022) │ pdf │ cs.CV
• Practical Recommendations for Replay-based Continual Learning Methods (2022) │ pdf │ cs.LG
• A Priori Denoising Strategies for Sparse Identification of Nonlinear Dynamical Systems: A Comparative Study (2022) │ pdf │ stat.ML
• SAMCNet for Spatial-configuration-based Classification: A Summary of Results (2021-2022) │ pdf │ cs.CV
• Priors in Bayesian Deep Learning: A Review (2021-2022) │ pdf │ stat.ML
• Bias and unfairness in machine learning models: a systematic literature review (2022) │ pdf │ cs.LG
• Comprehensive Review On Twin Support Vector Machines (2021-2022) │ pdf │ cs.LG
• Federated Learning for Privacy Preservation in Smart Healthcare Systems: A Comprehensive Survey (2022) │ pdf │ eess.SY
• Overview of Test Coverage Criteria for Test Case Generation from Finite State Machines Modelled as Directed Graphs (2022) │ pdf │ cs.SE
• Robotic Speech Synthesis: Perspectives on Interactions, Scenarios, and Ethics (2022) │ pdf │ cs.RO
• Few-Shot Learning on Graphs: A Survey (2022) │ pdf │ cs.LG
• A Survey on Data Augmentation for Text Classification (2021-2022) │ pdf │ cs.CL
• Knowledge Graph Embedding Methods for Entity Alignment: An Experimental Review (2022) │ pdf │ cs.DB
• Recurrent Neural Networks for Forecasting Time Series with Multiple Seasonality: A Comparative Study (2022) │ pdf │ cs.LG
• CodeReviewer: Pre-Training for Automating Code Review Activities (2022) │ pdf │ cs.SE
• Artificial Intelligence in the Battle against Coronavirus (COVID-19): A Survey and Future Research Directions (2020-2022) │ pdf │ cs.CY
• A Survey of Multi-Agent Reinforcement Learning with Communication (2022) │ pdf │ cs.MA
• Deep Generative Models in Engineering Design: A Review (2021-2022) │ pdf │ cs.LG
• A Survey of Non-Rigid 3D Registration (2022) │ pdf │ cs.CV
• The Mathematics of Artificial Intelligence (2022) │ pdf │ cs.LG
• Hardware Approximate Techniques for Deep Neural Network Accelerators: A Survey (2022) │ pdf │ cs.AR
• Video Super Resolution Based on Deep Learning: A Comprehensive Survey (2020-2022) │ pdf │ cs.CV
• GAN-generated Faces Detection: A Survey and New Perspectives (2022) (2022) │ pdf │ cs.CV
• Less is More: Summary of Long Instructions is Better for Program Synthesis (2022) │ pdf │ cs.CL
• A Survey on Infrared Image and Video Sets (2022) │ pdf │ cs.CV
• A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D images (2019-2022) │ pdf │ cs.CV
• A Survey of Historical Document Image Datasets (2022) │ pdf │ cs.CV
• EEG based Emotion Recognition: A Tutorial and Review (2022) │ pdf │ eess.SP
• Survey on reinforcement learning for language processing (2021-2022) │ pdf │ cs.CL
• Comparative study of 3D object detection frameworks based on LiDAR data and sensor fusion techniques (2022) │ pdf │ cs.CV
• An Introduction to Multi-Agent Reinforcement Learning and Review of its Application to Autonomous Mobility (2022) │ pdf │ cs.AI
• Graph Representation Learning for Popularity Prediction Problem: A Survey (2022) │ pdf │ cs.SI
• Summary and Distance between Sets of Texts based on Topological Data Analysis (2019-2022) │ pdf │ cs.CL
• A review of Generative Adversarial Networks for Electronic Health Records: applications, evaluation measures and data sources (2022) │ pdf │ cs.LG
• Spiking Neural Network Integrated Circuits: A Review of Trends and Future Directions (2022) │ pdf │ cs.NE
• Efficient Transformers: A Survey (2020-2022) │ pdf │ cs.LG
• A Comparative Study on Forecasting of Retail Sales (2022) │ pdf │ cs.LG
• A Survey on Deep Graph Generation: Methods and Applications (2022) │ pdf │ cs.LG
• A Review on Drivers Red Light Running Behavior Predictions and Technology Based Countermeasures (2020-2022) │ pdf │ cs.AI
• A Systematic Review on Computer Vision-Based Parking Lot Management Applied on Public Datasets (2022) │ pdf │ cs.CV
• An Introduction to Matrix factorization and Factorization Machines in Recommendation System, and Beyond (2022) │ pdf │ cs.IR
• Medical Image Segmentation on MRI Images with Missing Modalities: A Review (2022) │ pdf │ eess.IV
• Survey on Automated Short Answer Grading with Deep Learning: from Word Embeddings to Transformers (2022) │ pdf │ cs.CL
• A comparative study of non-deep learning, deep learning, and ensemble learning methods for sunspot number prediction (2022) │ pdf │ astro-ph.SR
• A Survey of Surface Defect Detection of Industrial Products Based on A Small Number of Labeled Data (2022) │ pdf │ cs.CV
• A Review of Location Encoding for GeoAI: Methods and Applications (2021-2022) │ pdf │ cs.LG
• A review and experimental evaluation of deep learning methods for MRI reconstruction (2021-2022) │ pdf │ eess.IV
• Semi-supervised Deep Learning for Image Classification with Distribution Mismatch: A Survey (2022) │ pdf │ cs.CV
• Collective Intelligence for Deep Learning: A Survey of Recent Developments (2021-2022) │ pdf │ cs.NE
• Climate Change & Computer Audition: A Call to Action and Overview on Audio Intelligence to Help Save the Planet (2022) │ pdf │ cs.SD
• Connecting Neural Response measurements & Computational Models of language: a non-comprehensive guide (2022) │ pdf │ cs.CL
• Faithfulness in Natural Language Generation: A Systematic Survey of Analysis, Evaluation and Optimization Methods (2022) │ pdf │ cs.CL
• A Review of Open Source Software Tools for Time Series Analysis (2022) │ pdf │ cs.LG
• A Systematic Literature Review on Blockchain Enabled Federated Learning Framework for Internet of Vehicles (2022) │ pdf │ cs.CR
• Recent Advances in Vision Transformer: A Survey and Outlook of Recent Work (2022) │ pdf │ cs.CV
• Learning from Noisy Labels with Deep Neural Networks: A Survey (2020-2022) │ pdf │ cs.LG
• Comprehensive Review of Deep Learning-Based 3D Point Cloud Completion Processing and Analysis (2022) │ pdf │ cs.CV
• The Fairness Field Guide: Perspectives from Social and Formal Sciences (2022) │ pdf │ cs.AI
• Breast cancer detection using artificial intelligence techniques: A systematic literature review (2022) │ pdf │ eess.IV
• Recovering 3D Human Mesh from Monocular Images: A Survey (2022) │ pdf │ cs.CV
• A Review of the Gumbel-max Trick and its Extensions for Discrete Stochasticity in Machine Learning (2021-2022) │ pdf │ cs.LG
• Ensemble deep learning: A review (2021-2022) │ pdf │ cs.LG
• Taxonomy of Machine Learning Safety: A Survey and Primer (2021-2022) │ pdf │ cs.LG
• A Survey on Reinforcement Learning Methods in Character Animation (2022) │ pdf │ cs.GR
• Learning from Few Examples: A Summary of Approaches to Few-Shot Learning (2022) │ pdf │ cs.LG
• Deep Learning Serves Traffic Safety Analysis: A Forward-looking Review (2022) │ pdf │ cs.CV
• SOCIOFILLMORE: A Tool for Discovering Perspectives (2022) │ pdf │ cs.CL
• Machine Learning based Anomaly Detection for Smart Shirt: A Systematic Review (2022) │ pdf │ cs.LG
• Augmented Reality and Robotics: A Survey and Taxonomy for AR-enhanced Human-Robot Interaction and Robotic Interfaces (2022) │ pdf │ cs.RO
• A Review of Emerging Research Directions in Abstract Visual Reasoning (2022) │ pdf │ cs.AI
• 3D Human Motion Prediction: A Survey (2022) │ pdf │ cs.CV
• A comparative study of several ADPCM schemes with linear and nonlinear prediction (2022) │ pdf │ cs.LG
• Applications of Multi-Agent Reinforcement Learning in Future Internet: A Comprehensive Survey (2021-2022) │ pdf │ cs.AI
• Transformers in Time Series: A Survey (2022) │ pdf │ cs.LG
• Recent Advances in Neural Text Generation: A Task-Agnostic Survey (2022) │ pdf │ cs.CL
• A Survey on Bias and Fairness in Natural Language Processing (2022) │ pdf │ cs.CL
• A Survey of Implicit Discourse Relation Recognition (2022) │ pdf │ cs.CL
• A review on vision-based analysis for automatic dietary assessment (2021-2022) │ pdf │ cs.CV
• A Survey for Solving Mixed Integer Programming via Machine Learning (2022) │ pdf │ cs.AI
• A Survey on Offline Reinforcement Learning: Taxonomy, Review, and Open Problems (2022) │ pdf │ cs.LG
• Mammograms Classification: A Review (2022) │ pdf │ eess.IV
• Didn’t see that coming: a survey on non-verbal social human behavior forecasting (2022) │ pdf │ cs.CV
• Physics-Guided Deep Learning for Dynamical Systems: A Survey (2021-2022) │ pdf │ cs.LG
• Synthetic Defect Generation for Display Front-of-Screen Quality Inspection: A Survey (2022) │ pdf │ cs.LG
• Why Do Machine Learning Practitioners Still Use Manual Tuning? A Qualitative Study (2022) │ pdf │ cs.LG
• Intrinsically-Motivated Reinforcement Learning: A Brief Introduction (2022) │ pdf │ cs.LG
• Automatic Text Summarization Methods: A Comprehensive Review (2022) │ pdf │ cs.CL
• Deep Learning in Human Activity Recognition with Wearable Sensors: A Review on Advances (2021-2022) │ pdf │ cs.HC
• Audio Self-supervised Learning: A Survey (2022) │ pdf │ cs.SD
• Human-robot collaboration and machine learning: a systematic review of recent research (2021-2022) │ pdf │ cs.RO
• Practical Recommendations for the Design of Automatic Fault Detection Algorithms Based on Experiments with Field Monitoring Data (2022) │ pdf │ eess.SY
• A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and Challenges (2022) │ pdf │ cs.CL
• Automatic Speech Recognition And Limited Vocabulary: A Survey (2021-2022) │ pdf │ cs.AI
• Computerization of Clinical Pathways: A Literature Review and Directions for Future Research (2022) │ pdf │ cs.AI
• Place recognition survey: An update on deep learning approaches (2021-2022) │ pdf │ cs.CV
• A Brief Overview of Unsupervised Neural Speech Representation Learning (2022) │ pdf │ eess.AS
• Machine Learning Empowered Intelligent Data Center Networking: A Survey (2022) │ pdf │ cs.NI
• Learning Neural Hamiltonian Dynamics: A Methodological Overview (2022) │ pdf │ cs.LG
• A comprehensive review of Binary Neural Network (2021-2022) │ pdf │ cs.NE
• Hyperbolic Graph Neural Networks: A Review of Methods and Applications (2022) │ pdf │ cs.LG
• A Survey of Pretrained Language Models Based Text Generation (2022) │ pdf │ cs.CL
• A Survey on Recent Advances and Challenges in Reinforcement LearningMethods for Task-Oriented Dialogue Policy Learning (2022) │ pdf │ cs.CL
• Recent Advances and Challenges in Deep Audio-Visual Correlation Learning (2022) │ pdf │ cs.MM
• Unsupervised Representation Learning for Point Clouds: A Survey (2022) │ pdf │ cs.CV
• Towards Machine Learning for Placement and Routing in Chip Design: a Methodological Overview (2022) │ pdf │ cs.LG
• Multi-modal Sensor Fusion for Auto Driving Perception: A Survey (2022) │ pdf │ cs.CV
• Continuous Human Action Recognition for Human-Machine Interaction: A Review (2022) │ pdf │ cs.CV
• A State-of-the-art Survey of Artificial Neural Networks for Whole-slide Image Analysis:from Popular Convolutional Neural Networks to Potential Visual Transformers (2021-2022) │ pdf │ eess.IV
• A Brief Survey on Adaptive Video Streaming Quality Assessment (2022) │ pdf │ cs.MM
• Graph Neural Networks: Taxonomy, Advances and Trends (2020-2022) │ pdf │ cs.LG
• Reinforcement Learning for Selective Key Applications in Power Systems: Recent Advances and Future Challenges (2021-2022) │ pdf │ cs.LG
• A Survey of Multilingual Models for Automatic Speech Recognition (2022) │ pdf │ cs.CL
• In a Nutshell, the Human Asked for This: Latent Goals for Following Temporal Specifications (2021-2022) │ pdf │ cs.AI
• Is Neuro-Symbolic AI Meeting its Promise in Natural Language Processing? A Structured Review (2022) │ pdf │ cs.AI
• Transformers in Medical Image Analysis: A Review (2022) │ pdf │ cs.CV
• Testing Deep Learning Models: A First Comparative Study of Multiple Testing Techniques (2022) │ pdf │ cs.SE
• Self-Training: A Survey (2022) │ pdf │ cs.LG
• A Survey on Interpretable Reinforcement Learning (2021-2022) │ pdf │ cs.LG
• A comparative study of several parameterizations for speaker recognition (2022) │ pdf │ cs.SD
• A gentle introduction to Quantum Natural Language Processing (2022) │ pdf │ cs.CL
• The Need for Interpretable Features: Motivation and Taxonomy (2022) │ pdf │ cs.LG
• MITI Minimum Information guidelines for highly multiplexed tissue images (2021-2022) │ pdf │ q-bio.OT
• A comparative study of in-air trajectories at short and long distances in online handwriting (2022) │ pdf │ cs.CV
• Systematic review of deep learning and machine learning for building energy (2022) │ pdf │ cs.LG
• A Survey on Vision Transformer (2020-2022) │ pdf │ cs.CV
• Guide Local Feature Matching by Overlap Estimation (2022) │ pdf │ cs.CV
• Virtual, Augmented, and Mixed Reality for Human-Robot Interaction: A Survey and Virtual Design Element Taxonomy (2022) │ pdf │ cs.RO
• An Overview on Machine Translation Evaluation (2022) │ pdf │ cs.CL
• PyTorch Geometric Signed Directed: A Survey and Software on Graph Neural Networks for Signed and Directed Graphs (2022) │ pdf │ cs.LG
• A Review of Affective Generation Models (2022) │ pdf │ cs.LG
• Poisoning Attacks and Defenses on Artificial Intelligence: A Survey (2022) │ pdf │ cs.CR
• Graph Lifelong Learning: A Survey (2022) │ pdf │ cs.LG
• Graph Neural Network for Traffic Forecasting: A Survey (2021-2022) │ pdf │ cs.LG
• Physics-Informed Graph Learning: A Survey (2022) │ pdf │ cs.LG
• Geometrically Equivariant Graph Neural Networks: A Survey (2022) │ pdf │ cs.LG
• Click-Through Rate Prediction in Online Advertising: A Literature Review (2022) │ pdf │ cs.IR
• Adversarial Attacks on Speech Recognition Systems for Mission-Critical Applications: A Survey (2022) │ pdf │ cs.SD
• Tutorial on amortized optimization for learning to optimize over continuous domains (2022) │ pdf │ cs.LG
• Survey on Large Scale Neural Network Training (2022) │ pdf │ cs.LG
• A Tutorial on Adversarial Learning Attacks and Countermeasures (2022) │ pdf │ cs.CR
• Deep Neural Networks and Tabular Data: A Survey (2021-2022) │ pdf │ cs.LG
• Applications of blockchain and artificial intelligence technologies for enabling prosumers in smart grids: A review (2022) │ pdf │ cs.IT
• Application of artificial intelligence techniques for automated detection of myocardial infarction: A review (2021-2022) │ pdf │ eess.SP
• Towards technological adaptation of advanced farming through AI, IoT, and Robotics: A Comprehensive overview (2022) │ pdf │ cs.AI
• Counter Hate Speech in Social Media: A Survey (2022) │ pdf │ cs.CL
• VLP: A Survey on Vision-Language Pre-training (2022) │ pdf │ cs.CV
• A History of Meta-gradient: Gradient Methods for Meta-learning (2022) │ pdf │ cs.LG
• Recent Advances on Neural Network Pruning at Initialization (2021-2022) │ pdf │ cs.LG
• Survey of Machine Learning Based Intrusion Detection Methods for Internet of Medical Things (2022) │ pdf │ cs.CR
• Impossibility Results in AI: A Survey (2021-2022) │ pdf │ cs.AI
• An Overview and Experimental Study of Learning-based Optimization Algorithms for Vehicle Routing Problem (2021-2022) │ pdf │ cs.LG
• A Brief History of Updates of Answer-Set Programs (2021-2022) │ pdf │ cs.AI
• Deep Learning for Hate Speech Detection: A Comparative Study (2022) │ pdf │ cs.CL
• From Quantum Graph Computing to Quantum Graph Learning: A Survey (2022) │ pdf │ quant-ph
• A Survey of Large-Scale Deep Learning Serving System Optimization: Challenges and Opportunities (2021-2022) │ pdf │ cs.LG
• A Survey of Vision-Language Pre-Trained Models (2022) │ pdf │ cs.CV
• Automated Extraction of Energy Systems Information from Remotely Sensed Data: A Review and Analysis (2022) │ pdf │ eess.SP
• A Review on Methods and Applications in Multimodal Deep Learning (2022) │ pdf │ cs.LG
• Implementing Spiking Neural Networks on Neuromorphic Architectures: A Review (2022) │ pdf │ cs.NE
• Continuous-Time vs. Discrete-Time Vision-based SLAM: A Comparative Study (2022) │ pdf │ cs.RO
• Graph Data Augmentation for Graph Machine Learning: A Survey (2022) │ pdf │ cs.LG
• A Summary of the ComParE COVID-19 Challenges (2022) │ pdf │ cs.SD
• A Survey of Knowledge-Intensive NLP with Pre-Trained Language Models (2022) │ pdf │ cs.CL
• Single Image Super-Resolution Methods: A Survey (2022) │ pdf │ eess.IV
• A Survey of Semen Quality Evaluation in Microscopic Videos Using Computer Assisted Sperm Analysis (2022) │ pdf │ eess.IV
• Overview of the HECKTOR Challenge at MICCAI 2021: Automatic Head and Neck Tumor Segmentation and Outcome Prediction in PET/CT Images (2022) │ pdf │ eess.IV
• An overview of deep learning in medical imaging (2022) │ pdf │ eess.IV
• Survey on Self-supervised Representation Learning Using Image Transformations (2022) │ pdf │ cs.CV
• Knowledge-informed Molecular Learning: A Survey on Paradigm Transfer (2022) │ pdf │ cs.LG
• Transformer for Graphs: An Overview from Architecture Perspective (2022) │ pdf │ cs.LG
• A Survey on Deep Reinforcement Learning-based Approaches for Adaptation and Generalization (2022) │ pdf │ cs.LG
• A Survey of Explainable Reinforcement Learning (2022) │ pdf │ cs.LG
• Guidelines and evaluation for clinical explainable AI on medical image analysis (2022) │ pdf │ cs.LG
• Data Augmentation for Deep Graph Learning: A Survey (2022) │ pdf │ cs.LG
• A Survey of Ad Hoc Teamwork: Definitions, Methods, and Open Problems (2022) │ pdf │ cs.MA
• Interpreting Distributional Reinforcement Learning: Regularization and Optimization Perspectives (2021-2022) │ pdf │ cs.LG
• Differential Privacy and Fairness in Decisions and Learning Tasks: A Survey (2022) │ pdf │ cs.LG
• Knowledge Extraction in Low-Resource Scenarios: Survey and Perspective (2022) │ pdf │ cs.CL
• A Review of Topological Data Analysis for Cybersecurity (2022) │ pdf │ cs.CR
• Out-Of-Distribution Generalization on Graphs: A Survey (2022) │ pdf │ cs.LG
• Backdoor Learning: A Survey (2020-2022) │ pdf │ cs.CR
• Deep Learning for Computational Cytology: A Survey (2022) │ pdf │ eess.IV
• Fairness Amidst Non-IID Graph Data: A Literature Review (2022) │ pdf │ cs.LG
• Video-based Facial Micro-Expression Analysis: A Survey of Datasets, Features and Algorithms (2022) │ pdf │ cs.CV
• A Survey of Cross-Modality Brain Image Synthesis (2022) │ pdf │ eess.IV
• A comprehensive survey on computational learning methods for analysis of gene expression data in genomics (2022) │ pdf │ q-bio.GN
• Trustworthy Anomaly Detection: A Survey (2022) │ pdf │ cs.LG
• A Guide to Computational Reproducibility in Signal Processing and Machine Learning (2021-2022) │ pdf │ eess.SP
• A Comprehensive Survey and Performance Analysis of Activation Functions in Deep Learning (2021-2022) │ pdf │ cs.LG
• Towards Digital Twin Oriented Modelling of Complex Networked Systems and Their Dynamics: A Comprehensive Survey (2022) │ pdf │ eess.SY
• Knowledge Graph Reasoning with Logics and Embeddings: Survey and Perspective (2022) │ pdf │ cs.AI
• Federated Graph Neural Networks: Overview, Techniques and Challenges (2022) │ pdf │ cs.DC
• Eliciting Best Practices for Collaboration with Computational Notebooks (2022) │ pdf │ cs.HC
• Machine Learning and Data Science: Foundations, Concepts, Algorithms, and Tools (2022) │ pdf │ cs.LG
• A Survey of Neural Trojan Attacks and Defenses in Deep Learning (2022) │ pdf │ cs.CR
• A Survey on Graph Structure Learning: Progress and Opportunities (2021-2022) │ pdf │ cs.LG
• Artificial Intelligence for the Metaverse: A Survey (2022) │ pdf │ cs.CY
• Compositional Scene Representation Learning via Reconstruction: A Survey (2022) │ pdf │ cs.LG
• Recent Advances in Reliable Deep Graph Learning: Adversarial Attack, Inherent Noise, and Distribution Shift (2022) │ pdf │ cs.LG
• A Survey on Model Compression for Natural Language Processing (2022) │ pdf │ cs.CL
• A Survey on Dynamic Neural Networks for Natural Language Processing (2022) │ pdf │ cs.CL
• Graph Neural Networks for Graphs with Heterophily: A Survey (2022) │ pdf │ cs.LG
• Artificial Intelligence-Based Smart Grid Vulnerabilities and Potential Solutions for Fake-Normal Attacks: A Short Review (2022) │ pdf │ cs.CR
• A Survey of Visual Sensory Anomaly Detection (2022) │ pdf │ cs.CV
• Repairing the Cracked Foundation: A Survey of Obstacles in Evaluation Practices for Generated Text (2022) │ pdf │ cs.CL
• An Introduction to Neural Data Compression (2022) │ pdf │ cs.LG
• Semantic Matching from Different Perspectives (2022) │ pdf │ cs.CL
• A Survey on Programmatic Weak Supervision (2022) │ pdf │ cs.LG
• Homogenous and Heterogenous Parallel Clustering: An Overview (2022) │ pdf │ cs.DC
• Measuring “Why” in Recommender Systems: a Comprehensive Survey on the Evaluation of Explainable Recommendation (2022) │ pdf │ cs.IR
• State-of-the-Art Review of Design of Experiments for Physics-Informed Deep Learning (2022) │ pdf │ stat.ML
• A survey on deep learning approaches for breast cancer diagnosis (2021-2022) │ pdf │ eess.IV
• Deep Gait Recognition: A Survey (2021-2022) │ pdf │ cs.CV
• Scientific Machine Learning through Physics-Informed Neural Networks: Where we are and What’s next (2022) │ pdf │ cs.LG
• A Survey on Retrieval-Augmented Text Generation (2022) │ pdf │ cs.CL
• Human Action Recognition and Prediction: A Survey (2018-2022) │ pdf │ cs.CV
• 3D Object Detection from Images for Autonomous Driving: A Survey (2022) │ pdf │ cs.CV
• A Review of Deep Learning-based Approaches for Deepfake Content Detection (2022) │ pdf │ cs.CV
• Perspectives on risk prioritization of data center vulnerabilities using rank aggregation and multi-objective optimization (2022) │ pdf │ cs.CR
• Using Large-scale Heterogeneous Graph Representation Learning for Code Review Recommendations (2022) │ pdf │ cs.SE
• Robust Deep Semi-Supervised Learning: A Brief Introduction (2022) │ pdf │ cs.LG
• Multiple Object Tracking: A Literature Review (2014-2022) │ pdf │ cs.CV
• Answer Set Planning: A Survey (2022) │ pdf │ cs.AI
• Multi-Modal Knowledge Graph Construction and Application: A Survey (2022) │ pdf │ cs.AI
• Graph-based Facial Affect Analysis: A Review (2021-2022) │ pdf │ cs.CV
• Natural Language in Requirements Engineering for Structure Inference – An Integrative Review (2022) │ pdf │ cs.CL
• What are the best systems? New perspectives on NLP Benchmarking (2022) │ pdf │ cs.CL
• A Survey on Artificial Intelligence for Source Code: A Dialogue Systems Perspective (2022) │ pdf │ cs.CL
• A survey of unsupervised learning methods for high-dimensional uncertainty quantification in black-box-type problems (2022) │ pdf │ cs.LG
• Comparative Study Between Distance Measures On Supervised Optimum-Path Forest Classification (2022) │ pdf │ cs.LG
• A Survey of Breast Cancer Screening Techniques: Thermography and Electrical Impedance Tomography (2022) │ pdf │ eess.IV
• What’s Cracking? A Review and Analysis of Deep Learning Methods for Structural Crack Segmentation, Detection and Quantification (2022) │ pdf │ cs.CV
• A Survey on Active Deep Learning: From Model-driven to Data-driven (2021-2022) │ pdf │ cs.LG
• A Survey on Poisoning Attacks Against Supervised Machine Learning (2022) │ pdf │ cs.CR
• Natural Language Proof Checking in Introduction to Proof Classes – First Experiences with Diproche (2022) │ pdf │ cs.LO
• Active learning for structural reliability: survey, general framework and benchmark (2021-2022) │ pdf │ stat.CO
• A Review of Landcover Classification with Very-High Resolution Remotely Sensed Optical Images-Analysis Unit,Model Scalability and Transferability (2022) │ pdf │ eess.IV
• Survey of Low-Resource Machine Translation (2021-2022) │ pdf │ cs.CL
• AI-based artistic representation of emotions from EEG signals: a discussion on fairness, inclusion, and aesthetics (2022) │ pdf │ cs.AI
• Addressing modern and practical challenges in machine learning: A survey of online federated and transfer learning (2022) │ pdf │ cs.LG
• Mental Stress Detection using Data from Wearable and Non-wearable Sensors: A Review (2022) │ pdf │ cs.HC
• A Survey on Image Aesthetic Assessment (2021-2022) │ pdf │ cs.CV
• AI Ethics Principles in Practice: Perspectives of Designers and Developers (2021-2022) │ pdf │ cs.CY
• Applications of Machine Learning in Healthcare and Internet of Things (IOT): A Comprehensive Review (2022) │ pdf │ cs.LG
• A Brief Review of Machine Learning Techniques for Protein Phosphorylation Sites Prediction (2021-2022) │ pdf │ q-bio.QM
• A Review of Modern Fashion Recommender Systems (2022) │ pdf │ cs.IR
• Deep Learning for Deepfakes Creation and Detection: A Survey (2019-2022) │ pdf │ cs.CV
• A survey of top-down approaches for human pose estimation (2022) │ pdf │ cs.CV
• A Survey on Automated Sarcasm Detection on Twitter (2022) │ pdf │ cs.CL
• More Than Reading Comprehension: A Survey on Datasets and Metrics of Textual Question Answering (2021-2022) │ pdf │ cs.CL
• Stop Oversampling for Class Imbalance Learning: A Critical Review (2022) │ pdf │ cs.LG
• A Survey on Deep Reinforcement Learning for Data Processing and Analytics (2021-2022) │ pdf │ cs.LG
• A Survey on Evolutionary Neural Architecture Search (2020-2022) │ pdf │ cs.NE
• Best Practices and Scoring System on Reviewing A.I. based Medical Imaging Papers: Part 1 Classification (2022) │ pdf │ eess.IV
• Review of automated time series forecasting pipelines (2022) │ pdf │ cs.LG
• A Survey of Methods for Automated Algorithm Configuration (2022) │ pdf │ cs.AI
• A Survey On Semantic Steganography Systems (2022) │ pdf │ cs.CR
• Membership Inference Attacks on Machine Learning: A Survey (2021-2022) │ pdf │ cs.LG
• A Comparative Study of Deep Learning Classification Methods on a Small Environmental Microorganism Image Dataset (EMDS-6): from Convolutional Neural Networks to Visual Transformers (2021-2022) │ pdf │ cs.CV
• A Survey of Knowledge Enhanced Pre-trained Models (2021-2022) │ pdf │ cs.CL
• Technology Ethics in Action: Critical and Interdisciplinary Perspectives (2022) │ pdf │ cs.CY
• Recent Advances in End-to-End Automatic Speech Recognition (2021-2022) │ pdf │ eess.AS
• Deep Learning for Epidemiologists: An Introduction to Neural Networks (2022) │ pdf │ cs.LG
• Human Activity Recognition Using Tools of Convolutional Neural Networks: A State of the Art Review, Data Sets, Challenges and Future Prospects (2022) │ pdf │ eess.SP
• Handling Bias in Toxic Speech Detection: A Survey (2022) │ pdf │ cs.SI
• A selective review of sufficient dimension reduction for multivariate response regression (2022) │ pdf │ stat.ME
• Deep Learning for Free-Hand Sketch: A Survey (2020-2022) │ pdf │ cs.CV
• Survey on Causal-based Machine Learning Fairness Notions (2020-2022) │ pdf │ cs.LG
• A Comparative Study of Calibration Methods for Imbalanced Class Incremental Learning (2022) │ pdf │ cs.LG
• Submodularity In Machine Learning and Artificial Intelligence (2022) │ pdf │ cs.LG
• Comparative Study of Machine Learning Models for Stock Price Prediction (2022) │ pdf │ q-fin.ST
• A Leap among Quantum Computing and Quantum Neural Networks: A Survey (2021-2022) │ pdf │ quant-ph
• Single Object Tracking: A Survey of Methods, Datasets, and Evaluation Metrics (2022) │ pdf │ cs.CV
• A Survey on Image Deblurring (2022) │ pdf │ cs.CV
• Deep Learning Approaches on Image Captioning: A Review (2022) │ pdf │ cs.CV
• A Systematic Literature Review about Idea Mining: The Use of Machine-driven Analytics to Generate Ideas (2022) │ pdf │ cs.IR
• A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification (2021-2022) │ pdf │ cs.LG
• A Brief Overview of Physics-inspired Metaheuristic Optimization Techniques (2022) │ pdf │ cs.AI
• A Survey of Generalisation in Deep Reinforcement Learning (2021-2022) │ pdf │ cs.LG
• Fair ranking: a critical review, challenges, and future directions (2022) │ pdf │ cs.IR
• Big Data for Traffic Estimation and Prediction: A Survey of Data and Tools (2021-2022) │ pdf │ cs.LG
• Visual Object Tracking on Multi-modal RGB-D Videos: A Review (2022) │ pdf │ cs.CV
• A Survey for Deep RGBT Tracking (2022) │ pdf │ cs.CV
• Commonsense Knowledge Reasoning and Generation with Pre-trained Language Models: A Survey (2022) │ pdf │ cs.CL
• Heterogeneous Treatment Effect Estimation using machine learning for Healthcare application: tutorial and benchmark (2021-2022) │ pdf │ cs.LG
• A Review on Deep-Learning Algorithms for Fetal Ultrasound-Image Analysis (2022) │ pdf │ eess.IV
• Learning Curves for Decision Making in Supervised Machine Learning – A Survey (2022) │ pdf │ cs.LG
• The Minimum Description Length Principle for Pattern Mining: A Survey (2020-2022) │ pdf │ cs.DB
• A Survey on Visual Transfer Learning using Knowledge Graphs (2022) │ pdf │ cs.CV
• Biometric Template Protection for Neural-Network-based Face Recognition Systems: A Survey of Methods and Evaluation Techniques (2021-2022) │ pdf │ cs.CV
• Point-of-Interest Recommender Systems based on Location-Based Social Networks: A Survey from an Experimental Perspective (2021-2022) │ pdf │ cs.IR
• Current Studies and Applications of Shuffled Frog Leaping Algorithm: A Review (2022) │ pdf │ cs.NE
• Modality specific U-Net variants for biomedical image segmentation: A survey (2021-2022) │ pdf │ eess.IV
• Yes-Yes-Yes: Donation-based Peer Reviewing Data Collection for ACL Rolling Review and Beyond (2022) │ pdf │ cs.CL
• Image Colorization: A Survey and Dataset (2020-2022) │ pdf │ cs.CV
• Exploration in Deep Reinforcement Learning: A Comprehensive Survey (2021-2022) │ pdf │ cs.AI
• A Multi-rater Comparative Study of Automatic Target Localization Methods for Epilepsy Deep Brain Stimulation Procedures (2022) │ pdf │ eess.IV
• Deep Image Deblurring: A Survey (2022) │ pdf │ cs.CV
• Suicidal Ideation Detection on Social Media: A Review of Machine Learning Methods (2022) │ pdf │ cs.CL
• A Survey on Machine Learning-based Misbehavior Detection Systems for 5G and Beyond Vehicular Networks (2022) │ pdf │ cs.CR
• A Survey on Bias and Fairness in Machine Learning (2019-2022) │ pdf │ cs.LG
• Deep Learning for Android Malware Defenses: a Systematic Literature Review (2021-2022) │ pdf │ cs.CR
• Sharing to learn and learning to share – Fitting together Meta-Learning, Multi-Task Learning, and Transfer Learning: A meta review (2021-2022) │ pdf │ cs.LG
• Transformers in Medical Imaging: A Survey (2022) │ pdf │ eess.IV
• Artefact Retrieval: Overview of NLP Models with Knowledge Base Access (2022) │ pdf │ cs.CL
• Cross-Domain Document Layout Analysis via Unsupervised Document Style Guide (2022) │ pdf │ cs.CV
• A Survey on Patients Privacy Protection with Stganography and Visual Encryption (2022) │ pdf │ cs.CV
• A Comprehensive Survey on Federated Learning: Concept and Applications (2022) │ pdf │ cs.CV
• Survey and Systematization of 3D Object Detection Models and Methods (2022) │ pdf │ cs.CV
• Deep Learning-Based Human Pose Estimation: A Survey (2020-2022) │ pdf │ cs.CV
• Spectral, Probabilistic, and Deep Metric Learning: Tutorial and Survey (2022) │ pdf │ stat.ML
• Learning-Driven Lossy Image Compression; A Comprehensive Survey (2022) │ pdf │ eess.IV
• Artificial Intelligence for Suicide Assessment using Audiovisual Cues: A Review (2022) │ pdf │ cs.AI
• A Survey of Deep Learning for Low-Shot Object Detection (2021-2022) │ pdf │ cs.CV
• Blind Image Deblurring: a Review (2022) │ pdf │ cs.CV
• A Survey of Knowledge-Enhanced Text Generation (2020-2022) │ pdf │ cs.CL
• A survey of Object Classification and Detection based on 2D/3D data (2019-2022) │ pdf │ cs.CV
• A Review of Deep Learning Based Image Super-resolution Techniques (2022) │ pdf │ cs.CV
• A Comparative Study on Language Models for Task-Oriented Dialogue Systems (2022) │ pdf │ cs.CL
• A survey on datasets for fairness-aware machine learning (2021-2022) │ pdf │ cs.LG
• A Review of Computer Vision Technologies for Fish Tracking (2021-2022) │ pdf │ cs.CV
• Review Polarity-wise Recommender (2021-2022) │ pdf │ cs.IR
• What Can Machine Vision Do for Lymphatic Histopathology Image Analysis: A Comprehensive Review (2022) │ pdf │ cs.CV
• Automatic Item Generation of Figural Analogy Problems: A Review and Outlook (2022) │ pdf │ cs.AI
• Technologies for Trustworthy Machine Learning: A Survey in a Socio-Technical Context (2020-2022) │ pdf │ cs.LG
• From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI (2022) │ pdf │ cs.AI
• Survey on Federated Learning Threats: concepts, taxonomy on attacks and defences, experimental study and challenges (2022) │ pdf │ cs.CR
• The Elements of Temporal Sentence Grounding in Videos: A Survey and Future Directions (2022) │ pdf │ cs.CV
• Combining Machine Learning with Knowledge Engineering to detect Fake News in Social Networks-a survey (2022) │ pdf │ cs.AI
• The Risk to Population Health Equity Posed by Automated Decision Systems: A Narrative Review (2020-2022) │ pdf │ cs.CY
• Optimality Inductive Biases and Agnostic Guidelines for Offline Reinforcement Learning (2021-2022) │ pdf │ cs.LG
• A Survey on Training Challenges in Generative Adversarial Networks for Biomedical Image Analysis (2022) │ pdf │ cs.LG
• Transformers in Vision: A Survey (2021-2022) │ pdf │ cs.CV
• A Review of Deep Transfer Learning and Recent Advancements (2022) │ pdf │ cs.LG
• Medical Visual Question Answering: A Survey (2021-2022) │ pdf │ cs.CV
• Overview frequency principle/spectral bias in deep learning (2022) │ pdf │ cs.LG
• A Survey of Uncertainty in Deep Neural Networks (2021-2022) │ pdf │ cs.LG
• A Non-Expert’s Introduction to Data Ethics for Mathematicians (2022) │ pdf │ math.HO
• A Short Tutorial on The Weisfeiler-Lehman Test And Its Variants (2022) │ pdf │ stat.ML
• Robot Learning from Randomized Simulations: A Review (2021-2022) │ pdf │ cs.RO
• AI-based Carcinoma Detection and Classification Using Histopathological Images: A Systematic Review (2022) │ pdf │ eess.IV
• Reinforcement Learning for Ridesharing: An Extended Survey (2021-2022) │ pdf │ cs.LG
• A Literature Survey of Recent Advances in Chatbots (2022) │ pdf │ cs.CL
• A Brief Survey of Machine Learning Methods for Emotion Prediction using Physiological Data (2022) │ pdf │ cs.LG
• Data Harmonisation for Information Fusion in Digital Healthcare: A State-of-the-Art Systematic Review, Meta-Analysis and Future Research Directions (2022) │ pdf │ cs.AI
• Black-box error diagnosis in deep neural networks: a survey of tools (2022) │ pdf │ cs.LG
• A Comparative study of Hyper-Parameter Optimization Tools (2022) │ pdf │ cs.LG
• Towards deep observation: A systematic survey on artificial intelligence techniques to monitor fetus via Ultrasound Images (2022) │ pdf │ cs.LG
• A survey study of success factors in data science projects (2022) │ pdf │ cs.DB
• A Taxonomy of Information Attributes for Test Case Prioritisation: Applicability, Machine Learning (2022) │ pdf │ cs.SE
• Video Transformers: A Survey (2022) │ pdf │ cs.CV
• Temporal Knowledge Graph Completion: A Survey (2022) │ pdf │ cs.AI
• Transferability in Deep Learning: A Survey (2022) │ pdf │ cs.LG
• A Survey on RGB-D Datasets (2022) │ pdf │ cs.CV
• Machine Learning for Food Review and Recommendation (2022) │ pdf │ cs.IR
• Predictive Coding: a Theoretical and Experimental Review (2021-2022) │ pdf │ cs.AI
• Multi-Domain Active Learning: A Comparative Study (2021-2022) │ pdf │ cs.LG
• Survey and Perspective on Social Emotions in Robotics (2021-2022) │ pdf │ cs.RO
• A Survey of Controllable Text Generation using Transformer-based Pre-trained Language Models (2022) │ pdf │ cs.CL
• Robust Explainability: A Tutorial on Gradient-Based Attribution Methods for Deep Neural Networks (2021-2022) │ pdf │ cs.LG
• Automated Reinforcement Learning: An Overview (2022) │ pdf │ cs.LG
• Deep learning-based person re-identification methods: A survey and outlook of recent works (2021-2022) │ pdf │ cs.CV
• A Survey on Masked Facial Detection Methods and Datasets for Fighting Against COVID-19 (2022) │ pdf │ cs.CV
• The State of Aerial Surveillance: A Survey (2022) │ pdf │ cs.CV
• An Overview of Uncertainty Quantification Methods for Infinite Neural Networks (2022) │ pdf │ cs.LG
• A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part II: Applications, Cognitive Models, and Challenges (2021-2022) │ pdf │ cs.AI
• Beyond the Visible: A Survey on Cross-spectral Face Recognition (2022) │ pdf │ cs.CV
• A Survey on Applications of Digital Human Avatars toward Virtual Co-presence (2022) │ pdf │ cs.HC
• Systematic Literature Review: Quantum Machine Learning and its applications (2022) │ pdf │ quant-ph
• A survey on IQA (2021-2022) │ pdf │ eess.IV
• Automated Reinforcement Learning (AutoRL): A Survey and Open Problems (2022) │ pdf │ cs.LG
• An Introduction to Autoencoders (2022) │ pdf │ cs.LG
• On the Foundations of Grounding in Answer Set Programming (2021-2022) │ pdf │ cs.AI
• Learning with Latent Structures in Natural Language Processing: A Survey (2022) │ pdf │ cs.CL
• A Tutorial on Learning With Bayesian Networks (2020-2022) │ pdf │ cs.LG
• Gait Recognition Based on Deep Learning: A Survey (2022) │ pdf │ cs.CV
• Time Series Forecasting Using Fuzzy Cognitive Maps: A Survey (2022) │ pdf │ cs.AI
• Avoiding Overfitting: A Survey on Regularization Methods for Convolutional Neural Networks (2022) │ pdf │ cs.CV
• Medical Image Analysis on Left Atrial LGE MRI for Atrial Fibrillation Studies: A Review (2021-2022) │ pdf │ cs.CV
• Comparative study of deep learning methods for the automatic segmentation of lung, lesion and lesion type in CT scans of COVID-19 patients (2020-2022) │ pdf │ eess.IV
• GUDN A novel guide network for extreme multi-label text classification (2022) │ pdf │ cs.CL
• Federated learning and next generation wireless communications: A survey on bidirectional relationship (2021-2022) │ pdf │ eess.SP
• Application of Machine Learning-Based Pattern Recognition in IoT Devices: Review (2022) │ pdf │ cs.NI
• A Survey on Face Recognition Systems (2022) │ pdf │ cs.CV
• Addressing the Lack of Comparability & Testing in CAN Intrusion Detection Research: A Comprehensive Guide to CAN IDS Data & Introduction of the ROAD Dataset (2020-2022) │ pdf │ cs.CR
• Introduction to Multi-Armed Bandits (2019-2022) │ pdf │ cs.LG
• Effect of Toxic Review Content on Overall Product Sentiment (2022) │ pdf │ cs.HC
• A Survey on Deep Learning and Explainability for Automatic Report Generation from Medical Images (2020-2022) │ pdf │ cs.CV
• Knowledge Tracing: A Survey (2022) │ pdf │ cs.CY
• Deep Learning for Instance Retrieval: A Survey (2021-2022) │ pdf │ cs.CV
• A comprehensive review and evaluation on text predictive and entertainment systems (2022) │ pdf │ cs.NE
• A Unified Review of Deep Learning for Automated Medical Coding (2022) │ pdf │ cs.CL
• A Unified Statistical Learning Model for Rankings and Scores with Application to Grant Panel Review (2022) │ pdf │ stat.ME
• A Review of Deep Learning Techniques for Markerless Human Motion on Synthetic Datasets (2022) │ pdf │ cs.CV
• Audio representations for deep learning in sound synthesis: A review (2022) │ pdf │ cs.SD
• Adversarial Example Detection for DNN Models: A Review and Experimental Comparison (2021-2022) │ pdf │ cs.CV
• A Comprehensive Survey of Scene Graphs: Generation and Application (2021-2022) │ pdf │ cs.CV
• A Critical Review of Inductive Logic Programming Techniques for Explainable AI (2021-2022) │ pdf │ cs.LG
• An Opinion Mining of Text in COVID-19 Issues along with Comparative Study in ML, BERT & RNN (2022) │ pdf │ cs.NE
• ConTrip: Consensus Sentiment review Analysis and Platform ratings in a single score (2022) │ pdf │ cs.CL
• Survey Descent: A Multipoint Generalization of Gradient Descent for Nonsmooth Optimization (2021-2022) │ pdf │ math.OC
• Forecasting: theory and practice (2020-2022) │ pdf │ stat.AP
• A Survey of Embodied AI: From Simulators to Research Tasks (2021-2022) │ pdf │ cs.AI
• Multimodal Co-learning: Challenges, Applications with Datasets, Recent Advances and Future Directions (2021-2022) │ pdf │ cs.LG
• Marginal likelihood computation for model selection and hypothesis testing: an extensive review (2020-2022) │ pdf │ stat.CO
• A Survey On Universal Adversarial Attack (2021-2022) │ pdf │ cs.LG
• Survey on the Convergence of Machine Learning and Blockchain (2022) │ pdf │ cs.LG
• Supervised Learning based QoE Prediction of Video Streaming in Future Networks: A Tutorial with Comparative Study (2022) │ pdf │ cs.NI
• Robust Natural Language Processing: Recent Advances, Challenges, and Future Directions (2022) │ pdf │ cs.CL
• A Comprehensive Survey on Radio Frequency (RF) Fingerprinting: Traditional Approaches, Deep Learning, and Open Challenges (2022) │ pdf │ cs.LG
• A Review of Open-World Learning and Steps Toward Open-World Learning Without Labels (2020-2022) │ pdf │ cs.CV
• A Survey on Using Gaze Behaviour for Natural Language Processing (2021-2022) │ pdf │ cs.CL
• Hands-on Bayesian Neural Networks – a Tutorial for Deep Learning Users (2020-2022) │ pdf │ cs.LG
• Graph Neural Networks: a bibliometrics overview (2022) │ pdf │ cs.LG
• A Survey on Deep learning based Document Image Enhancement (2021-2022) │ pdf │ cs.CV
• Scene Graph Generation: A Comprehensive Survey (2022) │ pdf │ cs.CV
• Thinking inside the box: A tutorial on grey-box Bayesian optimization (2022) │ pdf │ cs.LG
• Deep Learning Applications for Lung Cancer Diagnosis: A systematic review (2022) │ pdf │ eess.IV
• A Comprehensive Survey of Logging in Software: From Logging Statements Automation to Log Mining and Analysis (2021-2022) │ pdf │ cs.SE
• Development of Diabetic Foot Ulcer Datasets: An Overview (2022) │ pdf │ eess.IV
• Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and Methods (2019-2021) │ pdf │ cs.CV
• Machine learning based disease diagnosis: A comprehensive review (2021) │ pdf │ cs.LG
• Notes on the H-measure of classifier performance (2021) │ pdf │ cs.LG
• An overview of the quantitative causality analysis and causal graph reconstruction based on a rigorous formalism of information flow (2021) │ pdf │ eess.SY
• A Survey on State-of-the-art Techniques for Knowledge Graphs Construction and Challenges ahead (2021) │ pdf │ cs.AI
• What is Event Knowledge Graph: A Survey (2021) │ pdf │ cs.LG
• Data-Free Knowledge Transfer: A Survey (2021) │ pdf │ cs.LG
• A Survey on Deep Learning Technique for Video Segmentation (2021) │ pdf │ cs.CV
• Visual and Object Geo-localization: A Comprehensive Survey (2021) │ pdf │ cs.CV
• Resource-Efficient Deep Learning: A Survey on Model-, Arithmetic-, and Implementation-Level Techniques (2021) │ pdf │ cs.LG
• Brain Signals Analysis Based Deep Learning Methods: Recent advances in the study of non-invasive brain signals (2021) │ pdf │ q-bio.NC
• A Literature Review on Length of Stay Prediction for Stroke Patients using Machine Learning and Statistical Approaches (2021) │ pdf │ cs.LG
• A Survey of Deep Learning Techniques for Dynamic Branch Prediction (2021) │ pdf │ cs.AR
• Explainability Is in the Mind of the Beholder: Establishing the Foundations of Explainable Artificial Intelligence (2021) │ pdf │ cs.AI
• Bias and Debias in Recommender System: A Survey and Future Directions (2020-2021) │ pdf │ cs.IR
• Literature Review of the Pioneering Approaches in Cloud-based Search Engines Powered by LETOR Techniques (2021) │ pdf │ cs.IR
• Artificial Intelligence and Statistical Techniques in Short-Term Load Forecasting: A Review (2021) │ pdf │ cs.LG
• Low-resource Learning with Knowledge Graphs: A Comprehensive Survey (2021) │ pdf │ cs.LG
• A Survey on Personality-Aware Recommendation Systems (2021) │ pdf │ cs.IR
• A Survey on Gender Bias in Natural Language Processing (2021) │ pdf │ cs.CL
• A Survey on non-English Question Answering Dataset (2021) │ pdf │ cs.CL
• Multimodal Image Synthesis and Editing: A Survey (2021) │ pdf │ cs.CV
• The Elements of End-to-end Deep Face Recognition: A Survey of Recent Advances (2020-2021) │ pdf │ cs.CV
• A Survey on Accuracy-oriented Neural Recommendation: From Collaborative Filtering to Information-rich Recommendation (2021) │ pdf │ cs.IR
• A Practical Tutorial on Graph Neural Networks (2020-2021) │ pdf │ cs.LG
• A comparative study on machine learning models combining with outlier detection and balanced sampling methods for credit scoring (2021) │ pdf │ cs.LG
• Explainable Artificial Intelligence Methods in Combating Pandemics: A Systematic Review (2021) │ pdf │ cs.AI
• Machine learning for Earth System Science (ESS): A survey, status and future directions for South Asia (2021) │ pdf │ cs.LG
• Towards Understanding Human Functional Brain Development with Explainable Artificial Intelligence: Challenges and Perspectives (2021) │ pdf │ q-bio.NC
• AI-based Reconstruction for Fast MRI – A Systematic Review and Meta-analysis (2021) │ pdf │ eess.IV
• A Survey of Near-Data Processing Architectures for Neural Networks (2021) │ pdf │ cs.AR
• Comparison and Analysis of Image-to-Image Generative Adversarial Networks: A Survey (2021) │ pdf │ cs.CV
• A Primer on Pretrained Multilingual Language Models (2021) │ pdf │ cs.CL
• Adversarial Attacks against Windows PE Malware Detection: A Survey of the State-of-the-Art (2021) │ pdf │ cs.CR
• A Survey on Perceptually Optimized Video Coding (2021) │ pdf │ cs.MM
• Machine Learning for Computational Science and Engineering – a brief introduction and some critical questions (2021) │ pdf │ cs.LG
• Bottom-up approaches for multi-person pose estimation and it’s applications: A brief review (2021) │ pdf │ cs.CV
• A Survey on Text Classification: From Shallow to Deep Learning (2020-2021) │ pdf │ cs.CL
• A Compact Survey on Event Extraction: Approaches and Applications (2021) │ pdf │ cs.CL
• A Survey of Natural Language Generation (2021) │ pdf │ cs.CL
• Medical Image Segmentation Using Deep Learning: A Survey (2020-2021) │ pdf │ eess.IV
• Few-Shot Object Detection: A Survey (2021) │ pdf │ cs.CV
• A Review of Some Techniques for Inclusion of Domain-Knowledge into Deep Neural Networks (2021) │ pdf │ cs.LG
• Graph-based Deep Learning for Communication Networks: A Survey (2021) │ pdf │ cs.NI
• Recent Advances in Reinforcement Learning in Finance (2021) │ pdf │ q-fin.MF
• Combining Minkowski and Chebyshev: New distance proposal and survey of distance metrics using k-nearest neighbours classifier (2021) │ pdf │ cs.LG
• Task-oriented Dialogue Systems: performance vs. quality-optima, a review (2021) │ pdf │ cs.CL
• INTRPRT: A Systematic Review of and Guidelines for Designing and Validating Transparent AI in Medical Image Analysis (2021) │ pdf │ cs.HC
• Contraction Theory for Nonlinear Stability Analysis and Learning-based Control: A Tutorial Overview (2021) │ pdf │ cs.LG
• Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP (2021) │ pdf │ cs.CL
• A Comprehensive Analytical Survey on Unsupervised and Semi-Supervised Graph Representation Learning Methods (2021) │ pdf │ cs.LG
• Automated Machine Learning on Graphs: A Survey (2021) │ pdf │ cs.LG
• Classifier Calibration: How to assess and improve predicted class probabilities: a survey (2021) │ pdf │ cs.LG
• Introduction to Online Convex Optimization (2019-2021) │ pdf │ cs.LG
• A singular Riemannian geometry approach to Deep Neural Networks I. Theoretical foundations (2021) │ pdf │ cs.LG
• A Review on Visual Privacy Preservation Techniques for Active and Assisted Living (2021) │ pdf │ cs.CV
• A Comparative Study of Detecting Anomalies in Time Series Data Using LSTM and TCN Models (2021) │ pdf │ cs.LG
• Toward Open-World Electroencephalogram Decoding Via Deep Learning: A Comprehensive Survey (2021) │ pdf │ eess.SP
• Deep Learning for Text Style Transfer: A Survey (2020-2021) │ pdf │ cs.CL
• A comparative study of paired versus unpaired deep learning methods for physically enhancing digital rock image resolution (2021) │ pdf │ eess.IV
• Measure and Improve Robustness in NLP Models: A Survey (2021) │ pdf │ cs.CL
• Overview of the EEG Pilot Subtask at MediaEval 2021: Predicting Media Memorability (2021) │ pdf │ q-bio.NC
• Autotelic Agents with Intrinsically Motivated Goal-Conditioned Reinforcement Learning: a Short Survey (2020-2021) │ pdf │ cs.LG
• Measuring Fairness with Biased Rulers: A Survey on Quantifying Biases in Pretrained Language Models (2021) │ pdf │ cs.CL
• An Embarrassingly Pragmatic Introduction to Vision-based Autonomous Robots (2021) │ pdf │ cs.RO
• Survey of Generative Methods for Social Media Analysis (2021) │ pdf │ cs.SI
• A Survey of Unsupervised Domain Adaptation for Visual Recognition (2021) │ pdf │ cs.CV
• A Comprehensive Taxonomy for Explainable Artificial Intelligence: A Systematic Survey of Surveys on Methods and Concepts (2021) │ pdf │ cs.LG
• Artificial Intelligence and Design of Experiments for Assessing Security of Electricity Supply: A Review and Strategic Outlook (2021) │ pdf │ cs.AI
• Machine Learning-Based Heart Disease Diagnosis: A Systematic Literature Review (2021) │ pdf │ cs.LG
• A Survey of Toxic Comment Classification Methods (2021) │ pdf │ cs.CL
• A Survey on Societal Event Forecasting with Deep Learning (2021) │ pdf │ cs.LG
• A Comparative Study on Robust Graph Neural Networks to Structural Noises (2021) │ pdf │ cs.LG
• Formalising the Foundations of Discrete Reinforcement Learning in Isabelle/HOL (2021) │ pdf │ cs.LO
• Neural Attention Models in Deep Learning: Survey and Taxonomy (2021) │ pdf │ cs.LG
• Explanation-Based Human Debugging of NLP Models: A Survey (2021) │ pdf │ cs.CL
• A Framework for Fairness: A Systematic Review of Existing Fair AI Solutions (2021) │ pdf │ cs.AI
• A Review of Indoor Millimeter Wave Device-based Localization and Device-free Sensing Technologies (2021) │ pdf │ cs.NI
• A Review for Deep Reinforcement Learning in Atari:Benchmarks, Challenges, and Solutions (2021) │ pdf │ cs.AI
• A Survey on Echo Chambers on Social Media: Description, Detection and Mitigation (2021) │ pdf │ cs.SI
• Deep Learning and Mathematical Intuition: A Review of (Davies et al. 2021) (2021) │ pdf │ cs.LG
• Multi-document Summarization via Deep Learning Techniques: A Survey (2020-2021) │ pdf │ cs.CL
• Relating Blindsight and AI: A Review (2021) │ pdf │ q-bio.NC
• Neural Network Quantization for Efficient Inference: A Survey (2021) │ pdf │ cs.LG
• A survey on multi-objective hyperparameter optimization algorithms for Machine Learning (2021) │ pdf │ cs.LG
• A Systematic Review on Model Watermarking for Neural Networks (2020-2021) │ pdf │ cs.CR
• ShinRL: A Library for Evaluating RL Algorithms from Theoretical and Practical Perspectives (2021) │ pdf │ cs.LG
• Presentation Attack Detection Methods based on Gaze Tracking and Pupil Dynamic: A Comprehensive Survey (2021) │ pdf │ cs.CV
• A Scoping Review of Publicly Available Language Tasks in Clinical Natural Language Processing (2021) │ pdf │ cs.CL
• Collaborative Learning over Wireless Networks: An Introductory Overview (2021) │ pdf │ cs.LG
• Teach Me to Explain: A Review of Datasets for Explainable Natural Language Processing (2021) │ pdf │ cs.CL
• A Survey on Intrinsic Images: Delving Deep Into Lambert and Beyond (2021) │ pdf │ cs.CV
• Dynamical Variational Autoencoders: A Comprehensive Review (2020-2021) │ pdf │ cs.LG
• Forgetting in Answer Set Programming – A Survey (2021) │ pdf │ cs.AI
• Question Answering Survey: Directions, Challenges, Datasets, Evaluation Matrices (2021) │ pdf │ cs.CL
• Adversarial Machine Learning In Network Intrusion Detection Domain: A Systematic Review (2021) │ pdf │ cs.CR
• Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey (2021) │ pdf │ cs.CV
• Lecture Notes on Partially Known MDPs (2021) │ pdf │ cs.AI
• Decentralized Deep Learning for Multi-Access Edge Computing: A Survey on Communication Efficiency and Trustworthiness (2021) │ pdf │ cs.DC
• Visual Object Tracking with Discriminative Filters and Siamese Networks: A Survey and Outlook (2021) │ pdf │ cs.CV
• Application of Artificial Intelligence and Machine Learning in Libraries: A Systematic Review (2021) │ pdf │ cs.DL
• A comparative study of universal quantum computing models: towards a physical unification (2021) │ pdf │ quant-ph
• A Survey of Deep Active Learning (2020-2021) │ pdf │ cs.LG
• Toward a Taxonomy of Trust for Probabilistic Machine Learning (2021) │ pdf │ cs.LG
• Explainable Deep Learning in Healthcare: A Methodological Survey from an Attribution View (2021) │ pdf │ cs.LG
• A Survey on Federated Learning Systems: Vision, Hype and Reality for Data Privacy and Protection (2019-2021) │ pdf │ cs.LG
• A review of machine learning in processing remote sensing data for mineral exploration (2021) │ pdf │ cs.LG
• A Survey on Concept Drift in Process Mining (2021) │ pdf │ cs.LG
• Application of Machine Learning in understanding plant virus pathogenesis: Trends and perspectives on emergence, diagnosis, host-virus interplay and management (2021) │ pdf │ cs.LG
• Survey on English Entity Linking on Wikidata (2021) │ pdf │ cs.CL
• Generative Adversarial Networks for Synthetic Data Generation: A Comparative Study (2021) │ pdf │ cs.LG
• Active Inference in Robotics and Artificial Agents: Survey and Challenges (2021) │ pdf │ cs.RO
• A Survey: Deep Learning for Hyperspectral Image Classification with Few Labeled Samples (2021) │ pdf │ cs.CV
• The Hitchhiker’s Guide to Prior-Shift Adaptation (2021) │ pdf │ cs.CV
• Detect Faces Efficiently: A Survey and Evaluations (2021) │ pdf │ cs.CV
• A Survey on Evidential Deep Learning For Single-Pass Uncertainty Estimation (2021) │ pdf │ cs.LG
• A Review of SHACL: From Data Validation to Schema Reasoning for RDF Graphs (2021) │ pdf │ cs.AI
• Dynamic Neural Networks: A Survey (2021) │ pdf │ cs.CV
• A Survey on Scenario-Based Testing for Automated Driving Systems in High-Fidelity Simulation (2021) │ pdf │ cs.SE
• A Survey of Data Augmentation Approaches for NLP (2021) │ pdf │ cs.CL
• Causal Multi-Agent Reinforcement Learning: Review and Open Problems (2021) │ pdf │ cs.LG
• Outlier Detection using AI: A Survey (2021) │ pdf │ cs.LG
• How to Certify Machine Learning Based Safety-critical Systems? A Systematic Literature Review (2021) │ pdf │ cs.LG
• Wide-angle Image Rectification: A Survey (2020-2021) │ pdf │ cs.CV
• A Comprehensive Survey on the Convergence of Vehicular Social Networks and Fog Computing (2021) │ pdf │ cs.NI
• How to quantify fields or textures? A guide to the scattering transform (2021) │ pdf │ astro-ph.IM
• From Show to Tell: A Survey on Deep Learning-based Image Captioning (2021) │ pdf │ cs.CV
• A Comprehensive Review of the Video-to-Text Problem (2021) │ pdf │ cs.CV
• Model Extraction Attacks on Graph Neural Networks: Taxonomy and Realization (2020-2021) │ pdf │ cs.LG
• A Comparative Study of Transformers on Word Sense Disambiguation (2021) │ pdf │ cs.CL
• Neural Attention for Image Captioning: Review of Outstanding Methods (2021) │ pdf │ cs.CV
• Is the Rush to Machine Learning Jeopardizing Safety? Results of a Survey (2021) │ pdf │ cs.LG
• False Data Injection Threats in Active Distribution Systems: A Comprehensive Survey (2021) │ pdf │ cs.CR
• How Deep Are the Fakes? Focusing on Audio Deepfake: A Survey (2021) │ pdf │ cs.SD
• Faults in Deep Reinforcement Learning Programs: A Taxonomy and A Detection Approach (2021) │ pdf │ cs.SE
• The Physics of Machine Learning: An Intuitive Introduction for the Physical Scientist (2021) │ pdf │ cond-mat.dis-nn
• Job Recommender Systems: A Review (2021) │ pdf │ cs.IR
• Introduction to Presentation Attack Detection in Face Biometrics and Recent Advances (2021) │ pdf │ cs.CV
• When Creators Meet the Metaverse: A Survey on Computational Arts (2021) │ pdf │ cs.CY
• A Taxonomy of Anomalies in Log Data (2021) │ pdf │ cs.DB
• A Review of Biomedical Datasets Relating to Drug Discovery: A Knowledge Graph Perspective (2021) │ pdf │ cs.AI
• A Review of Speaker Diarization: Recent Advances with Deep Learning (2021) │ pdf │ eess.AS
• Generative Adversarial Networks and Adversarial Autoencoders: Tutorial and Survey (2021) │ pdf │ cs.LG
• An Overview of Healthcare Data Analytics With Applications to the COVID-19 Pandemic (2021) │ pdf │ cs.LG
• Deep Transfer Learning for Land Use and Land Cover Classification: A Comparative Study (2021) │ pdf │ cs.CV
• Natural Image Reconstruction from fMRI using Deep Learning: A Survey (2021) │ pdf │ cs.CV
• Hyperparameter Optimization: Foundations, Algorithms, Best Practices and Open Challenges (2021) │ pdf │ stat.ML
• Introduction to Presentation Attack Detection in Iris Biometrics and Recent Advances (2021) │ pdf │ cs.CV
• A Survey of Orthogonal Moments for Image Representation: Theory, Implementation, and Evaluation (2021) │ pdf │ cs.CV
• Choice modelling in the age of machine learning – discussion paper (2021) │ pdf │ econ.EM
• Graph Kernels: A Survey (2019-2021) │ pdf │ stat.ML
• Filter Methods for Feature Selection in Supervised Machine Learning Applications – Review and Benchmark (2021) │ pdf │ cs.LG
• Estimating Individual Treatment Effects using Non-Parametric Regression Models: a Review (2020-2021) │ pdf │ stat.ME
• A Review of Web Infodemic Analysis and Detection Trends across Multi-modalities using Deep Neural Networks (2021) │ pdf │ cs.CL
• Weighted Clustering Ensemble: A Review (2019-2021) │ pdf │ cs.CV
• Logic Locking at the Frontiers of Machine Learning: A Survey on Developments and Opportunities (2021) │ pdf │ cs.CR
• Deep Learning for 2D and 3D Rotatable Data: An Overview of Methods (2019-2021) │ pdf │ cs.LG
• Foundations of Structural Causal Models with Cycles and Latent Variables (2016-2021) │ pdf │ stat.ME
• Many Heads but One Brain: an Overview of Fusion Brain Challenge on AI Journey 2021 (2021) │ pdf │ cs.CV
• An Introduction to Variational Inference (2021) │ pdf │ cs.LG
• Fake News Detection Tools and Methods – A Review (2021) │ pdf │ cs.CY
• Recent Advances on Non-Line-of-Sight Imaging: Conventional Physical Models, Deep Learning, and New Scenes (2021) │ pdf │ eess.IV
• Capitalization and Punctuation Restoration: a Survey (2021) │ pdf │ cs.CL
• A Review of Physics-based Machine Learning in Civil Engineering (2021) │ pdf │ cs.LG
• A Review on The Division of Magnetic Resonant Prostate Images with Deep Learning (2021) │ pdf │ eess.IV
• Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative Study (2019-2021) │ pdf │ eess.SP
• Data Augmentation Approaches in Natural Language Processing: A Survey (2021) │ pdf │ cs.CL
• Deep Spoken Keyword Spotting: An Overview (2021) │ pdf │ cs.SD
• A Review on Fact Extraction and Verification (2020-2021) │ pdf │ cs.CL
• Panoptic Segmentation: A Review (2021) │ pdf │ cs.CV
• Fine-Grained Image Analysis with Deep Learning: A Survey (2021) │ pdf │ cs.CV
• A Review of Adversarial Attack and Defense for Classification Methods (2021) │ pdf │ cs.CR
• A Review of Incident Prediction, Resource Allocation, and Dispatch Models for Emergency Management (2020-2021) │ pdf │ cs.AI
• A Survey on Stance Detection for Mis- and Disinformation Identification (2021) │ pdf │ cs.CL
• To Augment or Not to Augment? A Comparative Study on Text Augmentation Techniques for Low-Resource NLP (2021) │ pdf │ cs.CL
• A Survey on Automated Fact-Checking (2021) │ pdf │ cs.CL
• Deep Learning – A first Meta-Survey of selected Reviews across Scientific Disciplines, their Commonalities, Challenges and Research Impact (2020-2021) │ pdf │ cs.DL
• Deep Learning Based Brain Tumor Segmentation: A Survey (2020-2021) │ pdf │ eess.IV
• Federated Learning for Smart Healthcare: A Survey (2021) │ pdf │ cs.LG
• A Comparative Study on Transfer Learning and Distance Metrics in Semantic Clustering over the COVID-19 Tweets (2021) │ pdf │ cs.CL
• Language bias in Visual Question Answering: A Survey and Taxonomy (2021) │ pdf │ cs.CV
• An Overview of Backdoor Attacks Against Deep Neural Networks and Possible Defences (2021) │ pdf │ cs.CR
• Course Difficulty Estimation Based on Mapping of Bloom’s Taxonomy and ABET Criteria (2021) │ pdf │ cs.CY
• Deep Learning for Micro-expression Recognition: A Survey (2021) │ pdf │ cs.CV
• A Brief Summary of Interactions Between Meta-Learning and Self-Supervised Learning (2021) │ pdf │ cs.LG
• Graph neural network-based fault diagnosis: a review (2021) │ pdf │ eess.SY
• Category-orthogonal object features guide information processing in recurrent neural networks trained for object categorization (2021) │ pdf │ cs.CV
• Attention Mechanisms in Computer Vision: A Survey (2021) │ pdf │ cs.CV
• Comparative Study of Speech Analysis Methods to Predict Parkinson’s Disease (2021) │ pdf │ eess.AS
• A Survey on AI Assurance (2021) │ pdf │ cs.AI
• Machine Learning Based Cyber Attacks Targeting on Controlled Information: A Survey (2021) │ pdf │ cs.CR
• Foundations of Symbolic Languages for Model Interpretability (2021) │ pdf │ cs.AI
• A Comparative Study of Fingerprint Image-Quality Estimation Methods (2021) │ pdf │ cs.CV
• Edge-Native Intelligence for 6G Communications Driven by Federated Learning: A Survey of Trends and Challenges (2021) │ pdf │ cs.NI
• A Practical Tutorial on Explainable AI Techniques (2021) │ pdf │ cs.LG
• Survey of Deep Learning Methods for Inverse Problems (2021) │ pdf │ cs.CV
• Edge-Cloud Polarization and Collaboration: A Comprehensive Survey (2021) │ pdf │ cs.LG
• Explainable AI (XAI): A Systematic Meta-Survey of Current Challenges and Future Opportunities (2021) │ pdf │ cs.LG
• Review of Pedestrian Trajectory Prediction Methods: Comparing Deep Learning and Knowledge-based Approaches (2021) │ pdf │ cs.LG
• A Survey on Hyperdimensional Computing aka Vector Symbolic Architectures, Part I: Models and Data Transformations (2021) │ pdf │ cs.AI
• Importance Estimation from Multiple Perspectives for Keyphrase Extraction (2021) │ pdf │ cs.CL
• Recent Advances in Automated Question Answering In Biomedical Domain (2021) │ pdf │ cs.AI
• Social Fraud Detection Review: Methods, Challenges and Analysis (2021) │ pdf │ cs.LG
• From Theories on Styles to their Transfer in Text: Bridging the Gap with a Hierarchical Survey (2021) │ pdf │ cs.CL
• A Survey on Neural-symbolic Systems (2021) │ pdf │ cs.LG
• 3D modelling of survey scene from images enhanced with a multi-exposure fusion (2021) │ pdf │ cs.CV
• A Survey on Green Deep Learning (2021) │ pdf │ cs.LG
• Clustering of longitudinal data: A tutorial on a variety of approaches (2021) │ pdf │ stat.ME
• Explanations in Autonomous Driving: A Survey (2021) │ pdf │ cs.HC
• Statistical Perspectives on Reliability of Artificial Intelligence Systems (2021) │ pdf │ cs.SE
• The Internet of Federated Things (IoFT): A Vision for the Future and In-depth Survey of Data-driven Approaches for Federated Learning (2021) │ pdf │ cs.LG
• A Survey of NLP-Related Crowdsourcing HITs: what works and what does not (2021) │ pdf │ cs.CL
• Semi-Supervised Learning of Classifiers from a Statistical Perspective: A Brief Review (2021) │ pdf │ stat.ML
• Perspectives and Prospects on Transformer Architecture for Cross-Modal Tasks with Language and Vision (2021) │ pdf │ cs.CV
• User-friendly introduction to PAC-Bayes bounds (2021) │ pdf │ stat.ML
• Machine Learning for Multimodal Electronic Health Records-based Research: Challenges and Perspectives (2021) │ pdf │ cs.LG
• CUAD: An Expert-Annotated NLP Dataset for Legal Contract Review (2021) │ pdf │ cs.CL
• A Survey of Self-Supervised and Few-Shot Object Detection (2021) │ pdf │ cs.CV
• A Survey of Machine Learning for Computer Architecture and Systems (2021) │ pdf │ cs.LG
• Salp Swarm Optimization: a Critical Review (2021) │ pdf │ cs.NE
• Versatile Video Coding Standard: A Review from Coding Tools to Consumers Deployment (2021) │ pdf │ eess.IV
• A Review of 3D Face Reconstruction From a Single Image (2021) │ pdf │ cs.CV
• Branch and Bound in Mixed Integer Linear Programming Problems: A Survey of Techniques and Trends (2021) │ pdf │ cs.LG
• Low-Light Image and Video Enhancement Using Deep Learning: A Survey (2021) │ pdf │ cs.CV
• Dataset of Fake News Detection and Fact Verification: A Survey (2021) │ pdf │ cs.LG
• Explainable Goal-Driven Agents and Robots – A Comprehensive Review (2020-2021) │ pdf │ cs.RO
• An overview of event extraction and its applications (2021) │ pdf │ cs.CL
• Introduction to Coresets: Approximated Mean (2021) │ pdf │ cs.LG
• A Survey on Epistemic (Model) Uncertainty in Supervised Learning: Recent Advances and Applications (2021) │ pdf │ cs.LG
• A Survey of Machine Learning Algorithms for Detecting Malware in IoT Firmware (2021) │ pdf │ cs.LG
• Exploring Explainable AI in the Financial Sector: Perspectives of Banks and Supervisory Authorities (2021) │ pdf │ cs.AI
• A Comparative Study of Speaker Role Identification in Air Traffic Communication Using Deep Learning Approaches (2021) │ pdf │ cs.SD
• A Survey of Fairness-Aware Federated Learning (2021) │ pdf │ cs.LG
• Artificial Intelligence in Drug Discovery: Applications and Techniques (2021) │ pdf │ cs.LG
• Smart Fashion: A Review of AI Applications in the Fashion & Apparel Industry (2021) │ pdf │ cs.CV
• Machine Learning Applications on Neuroimaging for Diagnosis and Prognosis of Epilepsy: A Review (2021) │ pdf │ cs.LG
• A Review of Dialogue Systems: From Trained Monkeys to Stochastic Parrots (2021) │ pdf │ cs.CL
• Applications of deep learning in traffic congestion detection, prediction and alleviation: A survey (2021) │ pdf │ cs.LG
• Large-Scale Deep Learning Optimizations: A Comprehensive Survey (2021) │ pdf │ cs.LG
• Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey (2021) │ pdf │ cs.CL
• Survey: Image Mixing and Deleting for Data Augmentation (2021) │ pdf │ cs.CV
• Fast Convolution based on Winograd Minimum Filtering: Introduction and Development (2021) │ pdf │ cs.AI
• Deep Learning for Neuroimaging-based Diagnosis and Rehabilitation of Autism Spectrum Disorder: A Review (2020-2021) │ pdf │ cs.LG
• Comparative Study of Long Document Classification (2021) │ pdf │ cs.CL
• A Survey on Extraction of Causal Relations from Natural Language Text (2021) │ pdf │ cs.IR
• Transparency of Deep Neural Networks for Medical Image Analysis: A Review of Interpretability Methods (2021) │ pdf │ eess.IV
• A Survey on the Robustness of Feature Importance and Counterfactual Explanations (2021) │ pdf │ cs.LG
• Use of machine learning in geriatric clinical care for chronic diseases: a systematic literature review (2021) │ pdf │ eess.SP
• A Comparative Review of Recent Few-Shot Object Detection Algorithms (2021) │ pdf │ cs.CV
• Boosting algorithms in energy research: A systematic review (2020-2021) │ pdf │ eess.SP
• Towards Comparative Physical Interpretation of Spatial Variability Aware Neural Networks: A Summary of Results (2021) │ pdf │ cs.LG
• Systematic Review for AI-based Language Learning Tools (2021) │ pdf │ cs.CY
• Overview of ADoBo 2021: Automatic Detection of Unassimilated Borrowings in the Spanish Press (2021) │ pdf │ cs.CL
• Deep Learning for Predictive Business Process Monitoring: Review and Benchmark (2020-2021) │ pdf │ cs.LG
• Multi-target tracking for video surveillance using deep affinity network: a brief review (2021) │ pdf │ cs.CV
• Cause-effect inference through spectral independence in linear dynamical systems: theoretical foundations (2021) │ pdf │ stat.ME
• A Comparative Study of Coarse to Dense 3D Indoor Scene Registration Algorithms (2021) │ pdf │ cs.CV
• Diagnosis of COVID-19 Using Machine Learning and Deep Learning: A review (2021) │ pdf │ eess.IV
• Towards a Taxonomy of Graph Learning Datasets (2021) │ pdf │ cs.LG
• Influential Papers in Artificial Intelligence and Paediatrics: Assessing RPYS by Experts Review (2021) │ pdf │ cs.DL
• Adversarial Online Learning with Variable Plays in the Pursuit-Evasion Game: Theoretical Foundations and Application in Connected and Automated Vehicle Cybersecurity (2021) │ pdf │ cs.LG
• A Unified Survey on Anomaly, Novelty, Open-Set, and Out-of-Distribution Detection: Solutions and Future Challenges (2021) │ pdf │ cs.CV
• Fuzzy Conceptual Graphs: a comparative discussion (2021) │ pdf │ cs.AI
• Automated Support for Unit Test Generation: A Tutorial Book Chapter (2021) │ pdf │ cs.SE
• A Review of the Deep Sea Treasure problem as a Multi-Objective Reinforcement Learning Benchmark (2021) │ pdf │ cs.LG
• Applications and Techniques for Fast Machine Learning in Science (2021) │ pdf │ cs.LG
• Seeing biodiversity: perspectives in machine learning for wildlife conservation (2021) │ pdf │ cs.LG
• Face Image Quality Assessment: A Literature Survey (2020-2021) │ pdf │ cs.CV
• A Survey on Dialog Management: Recent Advances and Challenges (2020-2021) │ pdf │ cs.CL
• Text Guide: Improving the quality of long text classification by a text selection method based on feature importance (2021) │ pdf │ cs.AI
• DaRE: A Cross-Domain Recommender System with Domain-aware Feature Extraction and Review Encoder (2021) │ pdf │ cs.IR
• Deep Learning for UAV-based Object Detection and Tracking: A Survey (2021) │ pdf │ cs.CV
• Interpreting Deep Learning Models in Natural Language Processing: A Review (2021) │ pdf │ cs.CL
• Rethinking Neural vs. Matrix-Factorization Collaborative Filtering: the Theoretical Perspectives (2021) │ pdf │ cs.IR
• Applications of Generative Adversarial Networks in Anomaly Detection: A Systematic Literature Review (2021) │ pdf │ cs.LG
• Generalized Out-of-Distribution Detection: A Survey (2021) │ pdf │ cs.CV
• Physical Side-Channel Attacks on Embedded Neural Networks: A Survey (2021) │ pdf │ cs.CR
• A Survey on Methods and Metrics for the Assessment of Explainability under the Proposed AI Act (2021) │ pdf │ cs.AI
• Individualized Decision-Making Under Partial Identification: Three Perspectives, Two Optimality Results, and One Paradox (2021) │ pdf │ stat.ME
• Shaking the foundations: delusions in sequence models for interaction and control (2021) │ pdf │ cs.LG
• Overview of the 2021 Key Point Analysis Shared Task (2021) │ pdf │ cs.CL
• Activation Landscapes as a Topological Summary of Neural Network Performance (2021) │ pdf │ cs.LG
• An Introduction to Probabilistic Programming (2018-2021) │ pdf │ stat.ML
• A Systematic Review on the Detection of Fake News Articles (2021) │ pdf │ cs.CL
• Sufficient Dimension Reduction for High-Dimensional Regression and Low-Dimensional Embedding: Tutorial and Survey (2021) │ pdf │ stat.ME
• A Survey on Machine Learning Techniques for Source Code Analysis (2021) │ pdf │ cs.SE
• Comparing Deep Neural Nets with UMAP Tour (2021) │ pdf │ cs.HC
• Self-Supervised Representation Learning: Introduction, Advances and Challenges (2021) │ pdf │ cs.LG
• A Survey of Human Activity Recognition in Smart Homes Based on IoT Sensors Algorithms: Taxonomies, Challenges, and Opportunities with Deep Learning (2021) │ pdf │ cs.HC
• Grouped Variable Selection with Discrete Optimization: Computational and Statistical Perspectives (2021) │ pdf │ stat.ME
• Federated Learning for Big Data: A Survey on Opportunities, Applications, and Future Directions (2021) │ pdf │ cs.LG
• Finding Critical Scenarios for Automated Driving Systems: A Systematic Literature Review (2021) │ pdf │ cs.SE
• Weak Novel Categories without Tears: A Survey on Weak-Shot Learning (2021) │ pdf │ cs.CV
• Knowledge Enhanced Pretrained Language Models: A Compreshensive Survey (2021) │ pdf │ cs.CL
• A Survey of Open Source User Activity Traces with Applications to User Mobility Characterization and Modeling (2021) │ pdf │ cs.CV
• A Brief Introduction to Automatic Differentiation for Machine Learning (2021) │ pdf │ cs.LG
• A Survey of Machine Learning Algorithms for Detecting Ransomware Encryption Activity (2021) │ pdf │ cs.LG
• A Survey of Algorithms for Black-Box Safety Validation of Cyber-Physical Systems (2020-2021) │ pdf │ cs.LG
• A Review on Human Pose Estimation (2021) │ pdf │ cs.CV
• Detecting socially interacting groups using f-formation: A survey of taxonomy, methods, datasets, applications, challenges, and future research directions (2021) │ pdf │ cs.AI
• Robust Glare Detection: Review, Analysis, and Dataset Release (2021) │ pdf │ cs.RO
• Tutorial on Deep Learning for Human Activity Recognition (2021) │ pdf │ cs.HC
• A Field Guide to Scientific XAI: Transparent and Interpretable Deep Learning for Bioinformatics Research (2021) │ pdf │ cs.LG
• An Overview of Ontologies and Tool Support for COVID-19 Analytics (2021) │ pdf │ cs.SE
• A Survey on Legal Question Answering Systems (2021) │ pdf │ cs.IR
• From SLAM to Situational Awareness: Challenges and Survey (2021) │ pdf │ cs.RO
• Pre-trained Language Models in Biomedical Domain: A Systematic Survey (2021) │ pdf │ cs.CL
• Advances in Multi-turn Dialogue Comprehension: A Survey (2021) │ pdf │ cs.CL
• Advances in Multi-turn Dialogue Comprehension: A Survey (2021) │ pdf │ cs.CL
• Review of Kernel Learning for Intra-Hour Solar Forecasting with Infrared Sky Images and Cloud Dynamic Feature Extraction (2021) │ pdf │ cs.LG
• A Survey of Online Auction Mechanism Design Using Deep Learning Approaches (2021) │ pdf │ cs.GT
• A Comparative Study on Non-Autoregressive Modelings for Speech-to-Text Generation (2021) │ pdf │ eess.AS
• A Comprehensive Survey on Community Detection with Deep Learning (2021) │ pdf │ cs.SI
• Deep Learning for Embodied Vision Navigation: A Survey (2021) │ pdf │ cs.RO
• A Survey on Proactive Customer Care: Enabling Science and Steps to Realize it (2021) │ pdf │ cs.LG
• A Review on Part-of-Speech Technologies (2021) │ pdf │ cs.CL
• Hotel Preference Rank based on Online Customer Review (2021) │ pdf │ cs.IR
• TADA: Taxonomy Adaptive Domain Adaptation (2021) │ pdf │ cs.CV
• Algorithmic collusion: A critical review (2021) │ pdf │ cs.CY
• Statistically-Robust Clustering Techniques for Mapping Spatial Hotspots: A Survey (2021) │ pdf │ stat.ML
• An Overview of Techniques for Biomarker Discovery in Voice Signal (2021) │ pdf │ cs.SD
• An In-depth Summary of Recent Artificial Intelligence Applications in Drug Design (2021) │ pdf │ q-bio.QM
• Deep Long-Tailed Learning: A Survey (2021) │ pdf │ cs.CV
• Leveraging recent advances in Pre-Trained Language Models forEye-Tracking Prediction (2021) │ pdf │ cs.CL
• The Eval4NLP Shared Task on Explainable Quality Estimation: Overview and Results (2021) │ pdf │ cs.CL
• A Mining Software Repository Extended Cookbook: Lessons learned from a literature review (2021) │ pdf │ cs.SE
• English Machine Reading Comprehension Datasets: A Survey (2021) │ pdf │ cs.CL
• Recent Advances in Heterogeneous Relation Learning for Recommendation (2021) │ pdf │ cs.IR
• A Comparative Study of Transformer-Based Language Models on Extractive Question Answering (2021) │ pdf │ cs.CL
• Shallow Features Guide Unsupervised Domain Adaptation for Semantic Segmentation at Class Boundaries (2021) │ pdf │ cs.CV
• Visually grounded models of spoken language: A survey of datasets, architectures and evaluation techniques (2021) │ pdf │ cs.AI
• Graph Neural Networks: A Review of Methods and Applications (2018-2021) │ pdf │ cs.LG
• From Personalized Medicine to Population Health: A Survey of mHealth Sensing Techniques (2021) │ pdf │ cs.LG
• Adversarial Text-to-Image Synthesis: A Review (2021) │ pdf │ cs.CV
• Blockchain-based Federated Learning: A Comprehensive Survey (2021) │ pdf │ cs.CR
• Optimization with Constraint Learning: A Framework and Survey (2021) │ pdf │ cs.LG
• Deep Learning-based Spacecraft Relative Navigation Methods: A Survey (2021) │ pdf │ cs.RO
• Recent advances for quantum classifiers (2021) │ pdf │ quant-ph
• KKT Conditions, First-Order and Second-Order Optimization, and Distributed Optimization: Tutorial and Survey (2021) │ pdf │ math.OC
• A Survey On Neural Word Embeddings (2021) │ pdf │ cs.CL
• Wireless Link Scheduling via Graph Representation Learning: A Comparative Study of Different Supervision Levels (2021) │ pdf │ eess.SP
• Introduction to Neural Network Verification (2021) │ pdf │ cs.LG
• Quantifying the Suicidal Tendency on Social Media: A Survey (2021) │ pdf │ cs.SI
• Multi-Document Keyphrase Extraction: A Literature Review and the First Dataset (2021) │ pdf │ cs.CL
• A Comparative Study of Sentiment Analysis Using NLP and Different Machine Learning Techniques on US Airline Twitter Data (2021) │ pdf │ cs.CL
• Unsupervised Person Re-Identification: A Systematic Survey of Challenges and Solutions (2021) │ pdf │ cs.CV
• A Theoretical Overview of Neural Contraction Metrics for Learning-based Control with Guaranteed Stability (2021) │ pdf │ cs.LG
• A Mathematical Walkthrough and Discussion of the Free Energy Principle (2021) │ pdf │ cs.AI
• A survey on active noise control techniques – Part I: Linear systems (2021) │ pdf │ eess.SP
• Survey and synthesis of state of the art in driver monitoring (2021) │ pdf │ cs.CV
• A review of Generative Adversarial Networks (GANs) and its applications in a wide variety of disciplines – From Medical to Remote Sensing (2021) │ pdf │ cs.LG
• Cluster Analysis on Jester Dataset: A Review (2021) │ pdf │ cs.LG
• Deep Learning-based Action Detection in Untrimmed Videos: A Survey (2021) │ pdf │ cs.CV
• A Survey of Selected Algorithms Used in Military Applications from the Viewpoints of Dataflow and GaAs (2021) │ pdf │ cs.DC
• Deep Image Synthesis from Intuitive User Input: A Review and Perspectives (2021) │ pdf │ cs.CV
• A Review of Text Style Transfer using Deep Learning (2021) │ pdf │ cs.CL
• Predicting Code Review Completion Time in Modern Code Review (2021) │ pdf │ cs.SE
• Out-of-Distribution Detection for Medical Applications: Guidelines for Practical Evaluation (2021) │ pdf │ cs.LG
• Feature Selection on a Flare Forecasting Testbed: A Comparative Study of 24 Methods (2021) │ pdf │ astro-ph.SR
• A Qualitative Study of the Dynamic Behavior for Adaptive Gradient Algorithms (2020-2021) │ pdf │ cs.LG
• Unlocking the potential of deep learning for marine ecology: overview, applications, and outlook (2021) │ pdf │ cs.LG
• A taxonomy of strategic human interactions in traffic conflicts (2021) │ pdf │ cs.AI
• From Beginner to Master: A Survey for Deep Learning-based Single-Image Super-Resolution (2021) │ pdf │ eess.IV
• A Comprehensive Review of Image Analysis Methods for Microorganism Counting: From Classical Image Processing to Deep Learning Approaches (2021) │ pdf │ eess.IV
• Generating Summaries for Scientific Paper Review (2021) │ pdf │ cs.CL
• Guidelines for the Computational Testing of Machine Learning approaches to Vehicle Routing Problems (2021) │ pdf │ cs.LG
• Deep Reinforcement Learning Versus Evolution Strategies: A Comparative Survey (2021) │ pdf │ cs.LG
• Machine learning methods for prediction of cancer driver genes: a survey paper (2021) │ pdf │ cs.LG
• Investigating Bi-Level Optimization for Learning and Vision from a Unified Perspective: A Survey and Beyond (2021) │ pdf │ cs.LG
• Multimodality in Meta-Learning: A Comprehensive Survey (2021) │ pdf │ cs.LG
• Survey of Visual-Semantic Embedding Methods for Zero-Shot Image Retrieval (2021) │ pdf │ cs.CV
• From Server-Based to Client-Based Machine Learning: A Comprehensive Survey (2019-2021) │ pdf │ cs.LG
• Trustworthy AI and Robotics and the Implications for the AEC Industry: A Systematic Literature Review and Future Potentials (2021) │ pdf │ cs.HC
• On Interpretability of Artificial Neural Networks: A Survey (2020-2021) │ pdf │ cs.LG
• Visual Anomaly Detection for Images: A Survey (2021) │ pdf │ cs.CV
• Description and Discussion on DCASE 2021 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring under Domain Shifted Conditions (2021) │ pdf │ eess.AS
• A Survey on Graph-Based Deep Learning for Computational Histopathology (2021) │ pdf │ cs.LG
• Review of Clustering-Based Recommender Systems (2021) │ pdf │ cs.IR
• Video Summarization Using Deep Neural Networks: A Survey (2021) │ pdf │ cs.CV
• Bayesian Transfer Learning: An Overview of Probabilistic Graphical Models for Transfer Learning (2021) │ pdf │ cs.LG
• Time Series Analysis and Modeling to Forecast: a Survey (2021) │ pdf │ cs.LG
• Coreference Resolution for the Biomedical Domain: A Survey (2021) │ pdf │ cs.CL
• Beyond Robustness: A Taxonomy of Approaches towards Resilient Multi-Robot Systems (2021) │ pdf │ cs.RO
• Self-supervised learning methods and applications in medical imaging analysis: A survey (2021) │ pdf │ eess.IV
• Deep Representation Learning in Speech Processing: Challenges, Recent Advances, and Future Trends (2020-2021) │ pdf │ cs.SD
• Recent Advances of Continual Learning in Computer Vision: An Overview (2021) │ pdf │ cs.CV
• Advances and Challenges in Conversational Recommender Systems: A Survey (2021) │ pdf │ cs.IR
• Document Automation Architectures and Technologies: A Survey (2021) │ pdf │ cs.CL
• A Systematic Literature Review on the Use of Deep Learning in Software Engineering Research (2020-2021) │ pdf │ cs.SE
• Automated Fact-Checking: A Survey (2021) │ pdf │ cs.CL
• A survey of Bayesian Network structure learning (2021) │ pdf │ cs.LG
• Named Entity Recognition and Classification on Historical Documents: A Survey (2021) │ pdf │ cs.CL
• A Survey on Cost Types, Interaction Schemes, and Annotator Performance Models in Selection Algorithms for Active Learning in Classification (2021) │ pdf │ cs.LG
• Privacy-Preserving Machine Learning: Methods, Challenges and Directions (2021) │ pdf │ cs.LG
• Survey on Semantic Stereo Matching / Semantic Depth Estimation (2021) │ pdf │ cs.CV
• A Comprehensive Review on Summarizing Financial News Using Deep Learning (2021) │ pdf │ cs.CL
• Single Person Pose Estimation: A Survey (2021) │ pdf │ cs.CV
• Survey: Transformer based Video-Language Pre-training (2021) │ pdf │ cs.CV
• The ubiquitous digital file: A review of file management research (2021) │ pdf │ cs.HC
• A Survey of Text Games for Reinforcement Learning informed by Natural Language (2021) │ pdf │ cs.AI
• Image Restoration for Remote Sensing: Overview and Toolbox (2021) │ pdf │ eess.IV
• A Conceptual Framework for Externally-influenced Agents: An Assisted Reinforcement Learning Review (2020-2021) │ pdf │ cs.AI
• Artificial Intelligence in the Low-Level Realm – A Survey (2021) │ pdf │ cs.LG
• Multi-Task Learning in Natural Language Processing: An Overview (2021) │ pdf │ cs.AI
• Multimodal Classification: Current Landscape, Taxonomy and Future Directions (2021) │ pdf │ cs.LG
• Dynamic and Systematic Survey of Deep Learning Approaches for Driving Behavior Analysis (2021) │ pdf │ cs.LG
• Atrial Fibrillation: A Medical and Technological Review (2021) │ pdf │ cs.LG
• AI Accelerator Survey and Trends (2021) │ pdf │ cs.AR
• Risk-averse autonomous systems: A brief history and recent developments from the perspective of optimal control (2021) │ pdf │ cs.AI
• Towards Resilient Artificial Intelligence: Survey and Research Issues (2021) │ pdf │ cs.LG
• A Comparative Study of Algorithms for Intelligent Traffic Signal Control (2021) │ pdf │ eess.SY
• A Comprehensive Overview of Recommender System and Sentiment Analysis (2021) │ pdf │ cs.AI
• A Comparative Study of Modular and Joint Approaches for Speaker-Attributed ASR on Monaural Long-Form Audio (2021) │ pdf │ eess.AS
• On In-network learning. A Comparative Study with Federated and Split Learning (2021) │ pdf │ stat.ML
• Semantic Models for the First-stage Retrieval: A Comprehensive Review (2021) │ pdf │ cs.IR
• A Survey on Temporal Sentence Grounding in Videos (2021) │ pdf │ cs.CV
• A Survey of Online Hate Speech through the Causal Lens (2021) │ pdf │ cs.CL
• Overview of Tencent Multi-modal Ads Video Understanding Challenge (2021) │ pdf │ cs.CV
• A Survey of Sound Source Localization with Deep Learning Methods (2021) │ pdf │ cs.SD
• A Comparative Study of Machine Learning Methods for Predicting the Evolution of Brain Connectivity from a Baseline Timepoint (2021) │ pdf │ cs.LG
• A survey of Monte Carlo methods for noisy and costly densities with application to reinforcement learning (2021) │ pdf │ cs.LG
• Land Cover Mapping in Limited Labels Scenario: A Survey (2021) │ pdf │ cs.LG
• What are the attackers doing now? Automating cyber threat intelligence extraction from text on pace with the changing threat landscape: A survey (2021) │ pdf │ cs.CR
• Network representation learning systematic review: ancestors and current development state (2021) │ pdf │ cs.LG
• Leveraging Recent Advances in Deep Learning for Audio-Visual Emotion Recognition (2021) │ pdf │ cs.CV
• A Survey on GANs for Anomaly Detection (2019-2021) │ pdf │ cs.LG
• Progressively Guide to Attend: An Iterative Alignment Framework for Temporal Sentence Grounding (2021) │ pdf │ cs.CV
• Qualities, challenges and future of genetic algorithms: a literature review (2020-2021) │ pdf │ cs.NE
• The mathematics of adversarial attacks in AI – Why deep learning is unstable despite the existence of stable neural networks (2021) │ pdf │ cs.LG
• Explainable Deep Learning: A Field Guide for the Uninitiated (2020-2021) │ pdf │ cs.LG
• A review of possible effects of cognitive biases on the interpretation of rule-based machine learning models (2018-2021) │ pdf │ stat.ML
• Towards Automatic Threat Detection: A Survey of Advances of Deep Learning within X-ray Security Imaging (2020-2021) │ pdf │ cs.CV
• System Optimization in Synchronous Federated Training: A Survey (2021) │ pdf │ cs.DC
• Ethics of AI: A Systematic Literature Review of Principles and Challenges (2021) │ pdf │ cs.CY
• Knowledge Graphs (2020-2021) │ pdf │ cs.AI
• A Survey on Multi-modal Summarization (2021) │ pdf │ cs.CL
• Journalistic Guidelines Aware News Image Captioning (2021) │ pdf │ cs.CV
• Relational World Knowledge Representation in Contextual Language Models: A Review (2021) │ pdf │ cs.CL
• Trust your neighbors: A comprehensive survey of neighborhood-based methods for recommender systems (2021) │ pdf │ cs.IR
• Notes on Generalizing the Maximum Entropy Principle to Uncertain Data (2021) │ pdf │ cs.IT
• Supervised Linear Dimension-Reduction Methods: Review, Extensions, and Comparisons (2021) │ pdf │ stat.ML
• Generative Adversarial Network: Some Analytical Perspectives (2021) │ pdf │ q-fin.MF
• Position Information in Transformers: An Overview (2021) │ pdf │ cs.CL
• A Survey of Deep Reinforcement Learning in Recommender Systems: A Systematic Review and Future Directions (2021) │ pdf │ cs.IR
• A literature survey on student feedback assessment tools and their usage in sentiment analysis (2021) │ pdf │ cs.CY
• MaterialsAtlas.org: A Materials Informatics Web App Platform for Materials Discovery and Survey of State-of-the-Art (2021) │ pdf │ cond-mat.mtrl-sci
• Efficient Visual Recognition with Deep Neural Networks: A Survey on Recent Advances and New Directions (2021) │ pdf │ cs.CV
• Biomedical Question Answering: A Survey of Approaches and Challenges (2021) │ pdf │ cs.CL
• Initialization for Nonnegative Matrix Factorization: a Comprehensive Review (2021) │ pdf │ math.OC
• A Survey on Machine Learning Techniques for Auto Labeling of Video, Audio, and Text Data (2021) │ pdf │ cs.LG
• A brief history of AI: how to prevent another winter (a critical review) (2021) │ pdf │ cs.AI
• Music Composition with Deep Learning: A Review (2021) │ pdf │ cs.SD
• Conjectures, Tests and Proofs: An Overview of Theory Exploration (2021) │ pdf │ cs.LO
• A Survey on Assessing the Generalization Envelope of Deep Neural Networks: Predictive Uncertainty, Out-of-distribution and Adversarial Samples (2020-2021) │ pdf │ cs.LG
• A Farewell to the Bias-Variance Tradeoff? An Overview of the Theory of Overparameterized Machine Learning (2021) │ pdf │ stat.ML
• Automatic Segmentation of the Optic Nerve Head Region in Optical Coherence Tomography: A Methodological Review (2021) │ pdf │ eess.IV
• Review of Low Voltage Load Forecasting: Methods, Applications, and Recommendations (2021) │ pdf │ stat.OT
• Explainable AI (XAI) for PHM of Industrial Asset: A State-of-The-Art, PRISMA-Compliant Systematic Review (2021) │ pdf │ cs.AI
• Deep Person Generation: A Survey from the Perspective of Face, Pose and Cloth Synthesis (2021) │ pdf │ cs.CV
• A Comprehensive Survey of Image-Based Food Recognition and Volume Estimation Methods for Dietary Assessment (2021) │ pdf │ cs.CV
• Sampling methods for efficient training of graph convolutional networks: A survey (2021) │ pdf │ cs.LG
• AMMU : A Survey of Transformer-based Biomedical Pretrained Language Models (2021) │ pdf │ cs.CL
• A Survey of Exploration Methods in Reinforcement Learning (2021) │ pdf │ cs.LG
• Software Engineering for AI-Based Systems: A Survey (2021) │ pdf │ cs.SE
• Advances in adversarial attacks and defenses in computer vision: A survey (2021) │ pdf │ cs.CV
• A Critical Review of the state-of-the-art on Deep Neural Networks for Blood Glucose Prediction in Patients with Diabetes (2021) │ pdf │ q-bio.QM
• Deep Learning-based Face Super-Resolution: A Survey (2021) │ pdf │ cs.CV
• Arms Race in Adversarial Malware Detection: A Survey (2020-2021) │ pdf │ cs.CR
• Network psychometrics and cognitive network science open new ways for detecting, understanding and tackling the complexity of math anxiety: A review (2021) │ pdf │ cs.SI
• Structured Prediction in NLP – A survey (2021) │ pdf │ cs.CL
• Towards Out-Of-Distribution Generalization: A Survey (2021) │ pdf │ cs.LG
• A Survey on Ensemble Learning under the Era of Deep Learning (2021) │ pdf │ cs.LG
• Machine Learning Methods for Management UAV Flocks – a Survey (2021) │ pdf │ cs.LG
• Neuron-level Interpretation of Deep NLP Models: A Survey (2021) │ pdf │ cs.CL
• Signal-carrying speckle in Optical Coherence Tomography: a methodological review on biomedical applications (2021) │ pdf │ physics.med-ph
• Automatic Gaze Analysis: A Survey of Deep Learning based Approaches (2021) │ pdf │ cs.CV
• Transfer Learning for Multi-lingual Tasks – a Survey (2021) │ pdf │ cs.CL
• A survey on dragonfly algorithm and its applications in engineering (2020-2021) │ pdf │ cs.NE
• AMMUS : A Survey of Transformer-based Pretrained Models in Natural Language Processing (2021) │ pdf │ cs.CL
• Automated identification of transiting exoplanet candidates in NASA Transiting Exoplanets Survey Satellite (TESS) data with machine learning methods (2021) │ pdf │ astro-ph.EP
• A review of on-device fully neural end-to-end automatic speech recognition algorithms (2020-2021) │ pdf │ cs.LG
• An Introduction to Hamiltonian Monte Carlo Method for Sampling (2021) │ pdf │ cs.DS
• A Unified Taxonomy and Multimodal Dataset for Events in Invasion Games (2021) │ pdf │ cs.CV
• Deep Reinforcement Learning in Computer Vision: A Comprehensive Survey (2021) │ pdf │ cs.CV
• Recent Developments in Detection of Central Serous Retinopathy through Imaging and Artificial Intelligence Techniques A Review (2020-2021) │ pdf │ eess.IV
• Recommendation System Simulations: A Discussion of Two Key Challenges (2021) │ pdf │ cs.IR
• Neural Temporal Point Processes: A Review (2021) │ pdf │ cs.LG
• Anomaly Detection in Medical Imaging – A Mini Review (2021) │ pdf │ eess.IV
• 3D Face Recognition: A Survey (2021) │ pdf │ cs.CV
• Uniform Manifold Approximation and Projection (UMAP) and its Variants: Tutorial and Survey (2021) │ pdf │ cs.HC
• Field-Guide-Inspired Zero-Shot Learning (2021) │ pdf │ cs.CV
• Predicting Census Survey Response Rates via Interpretable Nonparametric Additive Models with Structured Interactions (2021) │ pdf │ stat.ML
• A Survey on Deep Semi-supervised Learning (2021) │ pdf │ cs.LG
• Embodied AI-Driven Operation of Smart Cities: A Concise Review (2021) │ pdf │ cs.AI
• A Systematic Literature Review of Automated Query Reformulations in Source Code Search (2021) │ pdf │ cs.SE
• A Technical Survey and Evaluation of Traditional Point Cloud Clustering Methods for LiDAR Panoptic Segmentation (2021) │ pdf │ cs.CV
• A unified survey of treatment effect heterogeneity modeling and uplift modeling (2020-2021) │ pdf │ stat.ME
• A survey on Bayesian inference for Gaussian mixture model (2021) │ pdf │ cs.LG
• DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (2021) │ pdf │ cs.LG
• Explainable Reinforcement Learning for Broad-XAI: A Conceptual Framework and Survey (2021) │ pdf │ cs.AI
• Machine Learning for Security in Vehicular Networks: A Comprehensive Survey (2021) │ pdf │ cs.LG
• Evolutionary Multitask Optimization: a Methodological Overview, Challenges and Future Research Directions (2021) │ pdf │ cs.NE
• Emotion Recognition from Multiple Modalities: Fundamentals and Methodologies (2021) │ pdf │ eess.SP
• Quality assessment of image matchers for DSM generation – a comparative study based on UAV images (2021) │ pdf │ cs.CV
• A Survey on Open Set Recognition (2021) │ pdf │ cs.CV
• XAI Methods for Neural Time Series Classification: A Brief Review (2021) │ pdf │ cs.LG
• Set-to-Sequence Methods in Machine Learning: a Review (2021) │ pdf │ cs.LG
• Flying Guide Dog: Walkable Path Discovery for the Visually Impaired Utilizing Drones and Transformer-based Semantic Segmentation (2021) │ pdf │ cs.CV
• Evolutionary Algorithms in Approximate Computing: A Survey (2021) │ pdf │ cs.NE
• Introduction to Quantum Reinforcement Learning: Theory and PennyLane-based Implementation (2021) │ pdf │ cs.LG
• A Survey on GAN Acceleration Using Memory Compression Technique (2021) │ pdf │ cs.LG
• GAN Computers Generate Arts? A Survey on Visual Arts, Music, and Literary Text Generation using Generative Adversarial Network (2021) │ pdf │ cs.AI
• A Survey of Community Detection Approaches: From Statistical Modeling to Deep Learning (2021) │ pdf │ cs.SI
• Multi-Objective Recommendations: A Tutorial (2021) │ pdf │ cs.IR
• Neuromorphic Processing: A Unifying Tutorial (2021) │ pdf │ cs.NE
• An Overview of Machine Learning-aided Optical Performance Monitoring Techniques (2021) │ pdf │ cs.LG
• Ubiquitous Acoustic Sensing on Commodity IoT Devices: A Survey (2019-2021) │ pdf │ cs.SD
• Pre-Trained Models: Past, Present and Future (2021) │ pdf │ cs.AI
• How Commonsense Knowledge Helps with Natural Language Tasks: A Survey of Recent Resources and Methodologies (2021) │ pdf │ cs.CL
• Known Operator Learning and Hybrid Machine Learning in Medical Imaging – A Review of the Past, the Present, and the Future (2021) │ pdf │ cs.LG
• COMPARE: A Taxonomy and Dataset of Comparison Discussions in Peer Reviews (2021) │ pdf │ cs.CL
• Johnson-Lindenstrauss Lemma, Linear and Nonlinear Random Projections, Random Fourier Features, and Random Kitchen Sinks: Tutorial and Survey (2021) │ pdf │ stat.ML
• Using Deep Learning for Visual Decoding and Reconstruction from Brain Activity: A Review (2021) │ pdf │ cs.CV
• Notes on Coalgebras in Stylometry (2020-2021) │ pdf │ cs.CL
• A Survey on Negative Transfer (2020-2021) │ pdf │ cs.LG
• Applications of Deep Learning Techniques for Automated Multiple Sclerosis Detection Using Magnetic Resonance Imaging: A Review (2021) │ pdf │ eess.IV
• A survey of statistical learning techniques as applied to inexpensive pediatric Obstructive Sleep Apnea data (2020-2021) │ pdf │ q-bio.QM
• Transfer Learning for Future Wireless Networks: A Comprehensive Survey (2021) │ pdf │ cs.LG
• On the Nature and Types of Anomalies: A Review of Deviations in Data (2020-2021) │ pdf │ cs.DB
• Anomaly Detection using Edge Computing in Video Surveillance System: Review (2021) │ pdf │ cs.CV
• A Survey on Cross-domain Recommendation: Taxonomies, Methods, and Future Directions (2021) │ pdf │ cs.IR
• Introduction to Normalizing Flows for Lattice Field Theory (2021) │ pdf │ hep-lat
• A rigorous introduction for linear models (2021) │ pdf │ cs.LG
• Reinforcement Learning for Intelligent Healthcare Systems: A Comprehensive Survey (2021) │ pdf │ cs.LG
• How to avoid machine learning pitfalls: a guide for academic researchers (2021) │ pdf │ cs.LG
• Machine learning for modeling the progression of Alzheimer disease dementia using clinical data: a systematic literature review (2021) │ pdf │ q-bio.QM
• The Impact of Machine Learning on 2D/3D Registration for Image-guided Interventions: A Systematic Review and Perspective (2021) │ pdf │ cs.CV
• COVID-19 Modeling: A Review (2021) │ pdf │ cs.CY
• An Overview of Human Activity Recognition Using Wearable Sensors: Healthcare and Artificial Intelligence (2021) │ pdf │ cs.HC
• The application of artificial intelligence in software engineering: a review challenging conventional wisdom (2021) │ pdf │ cs.SE
• Average-reward model-free reinforcement learning: a systematic review and literature mapping (2020-2021) │ pdf │ cs.LG
• Electrical peak demand forecasting- A review (2021) │ pdf │ eess.SY
• How to Evaluate Your Dialogue Models: A Review of Approaches (2021) │ pdf │ cs.CL
• Model Complexity of Deep Learning: A Survey (2021) │ pdf │ cs.LG
• Evaluating Federated Learning for Intrusion Detection in Internet of Things: Review and Challenges (2021) │ pdf │ cs.LG
• Power transformer faults diagnosis using undestructive methods (Roger and IEC) and artificial neural network for dissolved gas analysis applied on the functional transformer in the Algerian north-eastern: a comparative study (2021) │ pdf │ eess.SP
• A Zero Attentive Relevance Matching Networkfor Review Modeling in Recommendation System (2021) │ pdf │ cs.IR
• Stovepiping and Malicious Software: A Critical Review of AGI Containment (2018-2021) │ pdf │ cs.AI
• Human Evaluation of Creative NLG Systems: An Interdisciplinary Survey on Recent Papers (2021) │ pdf │ cs.CL
• The History of Speech Recognition to the Year 2030 (2021) │ pdf │ cs.CL
• Foundations of data imbalance and solutions for a data democracy (2021) │ pdf │ cs.LG
• Automatic Claim Review for Climate Science via Explanation Generation (2021) │ pdf │ cs.CL
• Certification of embedded systems based on Machine Learning: A survey (2021) │ pdf │ cs.AI
• Generative Adversarial Networks for Spatio-temporal Data: A Survey (2020-2021) │ pdf │ cs.LG
• Survey of Recent Multi-Agent Reinforcement Learning Algorithms Utilizing Centralized Training (2021) │ pdf │ cs.MA
• Bayesian Optimization in Materials Science: A Survey (2021) │ pdf │ cond-mat.mtrl-sci
• The Need and Status of Sea Turtle Conservation and Survey of Associated Computer Vision Advances (2021) │ pdf │ cs.CV
• Deep Learning for Multi-View Stereo via Plane Sweep: A Survey (2021) │ pdf │ cs.CV
• Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing (2021) │ pdf │ cs.CL
• Dynamic Neural Network Architectural and Topological Adaptation and Related Methods – A Survey (2021) │ pdf │ cs.LG
• Predicting the Future from First Person (Egocentric) Vision: A Survey (2021) │ pdf │ cs.CV
• A Thorough Review on Recent Deep Learning Methodologies for Image Captioning (2021) │ pdf │ cs.CV
• Heuristic and Metaheuristic Methods for the Unrelated Machines Scheduling Problem: A Survey (2021) │ pdf │ cs.NE
• PDF-Malware: An Overview on Threats, Detection and Evasion Attacks (2021) │ pdf │ cs.CR
• QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension (2021) │ pdf │ cs.CL
• Federated Learning Meets Natural Language Processing: A Survey (2021) │ pdf │ cs.CL
• Probing neural networks with t-SNE, class-specific projections and a guided tour (2021) │ pdf │ cs.LG
• Restricted Boltzmann Machine and Deep Belief Network: Tutorial and Survey (2021) │ pdf │ cs.LG
• A Survey of Monte Carlo Methods for Parameter Estimation (2021) │ pdf │ stat.CO
• A Survey of Machine Learning Techniques for Detecting and Diagnosing COVID-19 from Imaging (2021) │ pdf │ cs.CV
• Light Field Salient Object Detection: A Review and Benchmark (2020-2021) │ pdf │ cs.CV
• A Review of Automated Diagnosis of COVID-19 Based on Scanning Images (2020-2021) │ pdf │ eess.IV
• Imbalanced Big Data Oversampling: Taxonomy, Algorithms, Software, Guidelines and Future Directions (2021) │ pdf │ cs.LG
• Human Action Recognition from Various Data Modalities: A Review (2020-2021) │ pdf │ cs.CV
• Applying Evolutionary Algorithms Successfully: A Guide Gained from Real-world Applications (2021) │ pdf │ cs.NE
• Machine Learning with a Reject Option: A survey (2021) │ pdf │ cs.LG
• A Survey on Neural Speech Synthesis (2021) │ pdf │ eess.AS
• Computing Graph Neural Networks: A Survey from Algorithms to Accelerators (2020-2021) │ pdf │ cs.LG
• Generative adversarial networks in time series: A survey and taxonomy (2021) │ pdf │ cs.LG
• Hardware Acceleration of Sparse and Irregular Tensor Computations of ML Models: A Survey and Insights (2020-2021) │ pdf │ cs.AR
• Confronting Abusive Language Online: A Survey from the Ethical and Human Rights Perspective (2020-2021) │ pdf │ cs.CL
• A Survey on Embedding Dynamic Graphs (2021) │ pdf │ cs.LG
• Theoretical foundations and limits of word embeddings: what types of meaning can they capture? (2021) │ pdf │ cs.CL
• Characterizing Social Imaginaries and Self-Disclosures of Dissonance in Online Conspiracy Discussion Communities (2021) │ pdf │ cs.SI
• Recent Advances in Deep Learning Techniques for Face Recognition (2021) │ pdf │ cs.CV
• Bridging the Gap between Spatial and Spectral Domains: A Survey on Graph Neural Networks (2020-2021) │ pdf │ cs.LG
• Deep learning for temporal data representation in electronic health records: A systematic review of challenges and methodologies (2021) │ pdf │ cs.LG
• Checkovid: A COVID-19 misinformation detection system on Twitter using network and content mining perspectives (2021) │ pdf │ cs.LG
• Responsible and Regulatory Conform Machine Learning for Medicine: A Survey of Technical Challenges and Solutions (2021) │ pdf │ cs.LG
• A Review of Generative Adversarial Networks in Cancer Imaging: New Applications, New Solutions (2021) │ pdf │ eess.IV
• Data science and AI in FinTech: An overview (2020-2021) │ pdf │ q-fin.GN
• Data Hiding with Deep Learning: A Survey Unifying Digital Watermarking and Steganography (2021) │ pdf │ cs.CV
• Machine Learning and Deep Learning Methods for Building Intelligent Systems in Medicine and Drug Discovery: A Comprehensive Survey (2021) │ pdf │ cs.LG
• Argument Linking: A Survey and Forecast (2021) │ pdf │ cs.CL
• A Survey on Role-Oriented Network Embedding (2021) │ pdf │ cs.SI
• Domain Generalization in Vision: A Survey (2021) │ pdf │ cs.LG
• Review of Learning-based Longitudinal Motion Planning for Autonomous Vehicles: Research Gaps between Self-driving and Traffic Congestion (2019-2021) │ pdf │ eess.SP
• High-Accuracy Model-Based Reinforcement Learning, a Survey (2021) │ pdf │ cs.LG
• Overview and Insights from the SciVer Shared Task on Scientific Claim Verification (2021) │ pdf │ cs.CL
• Review of Video Predictive Understanding: Early Action Recognition and Future Action Prediction (2021) │ pdf │ cs.CV
• A comparative study of stochastic and deep generative models for multisite precipitation synthesis (2021) │ pdf │ cs.LG
• Time Series Anomaly Detection for Smart Grids: A Survey (2021) │ pdf │ cs.LG
• A Survey on Deep Domain Adaptation and Tiny Object Detection Challenges, Techniques and Datasets (2021) │ pdf │ cs.CV
• A Survey on Bias in Visual Datasets (2021) │ pdf │ cs.CV
• A Survey on Adversarial Image Synthesis (2021) │ pdf │ cs.CV
• A Survey of Knowledge Graph Embedding and Their Applications (2021) │ pdf │ cs.IR
• A data-based comparative review and AI-driven symbolic model for longitudinal dispersion coefficient in natural streams (2021) │ pdf │ cs.LG
• A Survey of Race, Racism, and Anti-Racism in NLP (2021) │ pdf │ cs.CL
• Level generation and style enhancement – deep learning for game development overview (2021) │ pdf │ cs.CV
• A Survey on Neural Network Interpretability (2020-2021) │ pdf │ cs.LG
• A Field Guide to Federated Optimization (2021) │ pdf │ cs.LG
• Medical Imaging with Deep Learning for COVID- 19 Diagnosis: A Comprehensive Review (2021) │ pdf │ eess.IV
• Categorical Foundations of Gradient-Based Learning (2021) │ pdf │ cs.LG
• Emotion Recognition for Healthcare Surveillance Systems Using Neural Networks: A Survey (2021) │ pdf │ cs.LG
• Notes on the Behavior of MC Dropout (2020-2021) │ pdf │ cs.LG
• A Comprehensive Review of Deep Learning-based Single Image Super-resolution (2021) │ pdf │ cs.CV
• Recent Advances in Leveraging Human Guidance for Sequential Decision-Making Tasks (2021) │ pdf │ cs.AI
• Active Divergence with Generative Deep Learning – A Survey and Taxonomy (2021) │ pdf │ cs.LG
• A review of 3D human pose estimation algorithms for markerless motion capture (2020-2021) │ pdf │ cs.CV
• 3D Semantic Scene Completion: a Survey (2021) │ pdf │ cs.CV
• Machine Learning for Stuttering Identification: Review, Challenges & Future Directions (2021) │ pdf │ cs.SD
• Recent advances in Bayesian optimization with applications to parameter reconstruction in optical nano-metrology (2021) │ pdf │ physics.comp-ph
• Preference-based Online Learning with Dueling Bandits: A Survey (2018-2021) │ pdf │ cs.LG
• An Attentive Survey of Attention Models (2019-2021) │ pdf │ cs.LG
• A Systematic Literature Review of Automated ICD Coding and Classification Systems using Discharge Summaries (2021) │ pdf │ cs.CL
• A Joint introduction to Gaussian Processes and Relevance Vector Machines with Connections to Kalman filtering and other Kernel Smoothers (2020-2021) │ pdf │ cs.LG
• Random Features for Kernel Approximation: A Survey on Algorithms, Theory, and Beyond (2020-2021) │ pdf │ stat.ML
• A Review and Comparative Study on Probabilistic Object Detection in Autonomous Driving (2020-2021) │ pdf │ cs.CV
• Security in Next Generation Mobile Payment Systems: A Comprehensive Survey (2021) │ pdf │ cs.CR
• From Common Sense Reasoning to Neural Network Models through Multiple Preferences: an overview (2021) │ pdf │ cs.AI
• An Introduction to Deep Morphological Networks (2019-2021) │ pdf │ cs.CV
• News Recommender System: A review of recent progress, challenges, and opportunities (2020-2021) │ pdf │ cs.IR
• From Talk to Action with Accountability: Monitoring the Public Discussion of Policy Makers with Deep Neural Networks and Topic Modelling (2020-2021) │ pdf │ cs.CL
• A Survey on Low-Resource Neural Machine Translation (2021) │ pdf │ cs.CL
• Stock Market Analysis with Text Data: A Review (2021) │ pdf │ q-fin.ST
• A Systematic Survey of Text Worlds as Embodied Natural Language Environments (2021) │ pdf │ cs.CL
• Sim-to-Real Transfer in Deep Reinforcement Learning for Robotics: a Survey (2020-2021) │ pdf │ cs.LG
• A Survey on Recent Progress in the Theory of Evolutionary Algorithms for Discrete Optimization (2020-2021) │ pdf │ cs.NE
• A comparative study of various Deep Learning techniques for spatio-temporal Super-Resolution reconstruction of Forced Isotropic Turbulent flows (2021) │ pdf │ physics.flu-dyn
• Convolutional Neural Nets in Chemical Engineering: Foundations, Computations, and Applications (2021) │ pdf │ cs.LG
• Android Security using NLP Techniques: A Review (2021) │ pdf │ cs.CR
• Blind Image Super-Resolution: A Survey and Beyond (2021) │ pdf │ cs.CV
• A Comparative Study of Using Spatial-Temporal Graph Convolutional Networks for Predicting Availability in Bike Sharing Schemes (2021) │ pdf │ cs.LG
• Sarcasm Detection: A Comparative Study (2021) │ pdf │ cs.CL
• Neural Natural Language Processing for Unstructured Data in Electronic Health Records: a Review (2021) │ pdf │ cs.CL
• Over a Decade of Social Opinion Mining: A Systematic Review (2020-2021) │ pdf │ cs.CL
• Image Feature Information Extraction for Interest Point Detection: A Comprehensive Review (2021) │ pdf │ cs.CV
• Confidence-based Out-of-Distribution Detection: A Comparative Study and Analysis (2021) │ pdf │ cs.CV
• Energy Forecasting in Smart Grid Systems: A Review of the State-of-the-art Techniques (2020-2021) │ pdf │ cs.LG
• Energy and Thermal-aware Resource Management of Cloud Data Centres: A Taxonomy and Future Directions (2021) │ pdf │ cs.DC
• A visual introduction to Gaussian Belief Propagation (2021) │ pdf │ cs.AI
• A Review of Explainable Artificial Intelligence in Manufacturing (2021) │ pdf │ cs.AI
• Oriental Language Recognition (OLR) 2020: Summary and Analysis (2021) │ pdf │ cs.SD
• A Review-based Taxonomy for Secure Health Care Monitoring: Wireless Smart Cameras (2021) │ pdf │ cs.CR
• Taxonomy of Saliency Metrics for Channel Pruning (2019-2021) │ pdf │ cs.LG
• Survey: Leakage and Privacy at Inference Time (2021) │ pdf │ cs.LG
• Unsupervised Domain Adaptation of Object Detectors: A Survey (2021) │ pdf │ cs.CV
• Species Distribution Modeling for Machine Learning Practitioners: A Review (2021) │ pdf │ cs.LG
• A Tutorial on Sparse Gaussian Processes and Variational Inference (2020-2021) │ pdf │ cs.LG
• Artificial Intelligence in the Creative Industries: A Review (2020-2021) │ pdf │ cs.CV
• Learning to Optimize: A Primer and A Benchmark (2021) │ pdf │ math.OC
• A Review on Edge Analytics: Issues, Challenges, Opportunities, Promises, Future Directions, and Applications (2021) │ pdf │ cs.DC
• Imbalanced classification: a paradigm-based review (2020-2021) │ pdf │ stat.ME
• Automated Detection and Diagnosis of Diabetic Retinopathy: A Comprehensive Survey (2021) │ pdf │ eess.IV
• Affective Image Content Analysis: Two Decades Review and New Perspectives (2021) │ pdf │ cs.CV
• Learnable Reconstruction Methods from RGB Images to Hyperspectral Imaging: A Survey (2021) │ pdf │ eess.IV
• Perspective, Survey and Trends: Public Driving Datasets and Toolsets for Autonomous Driving Virtual Test (2021) │ pdf │ cs.RO
• A Survey on String Constraint Solving (2020-2021) │ pdf │ cs.AI
• Unified Framework for Spectral Dimensionality Reduction, Maximum Variance Unfolding, and Kernel Learning By Semidefinite Programming: Tutorial and Survey (2021) │ pdf │ stat.ML
• Machine learning for plant microRNA prediction: A systematic review (2021) │ pdf │ q-bio.GN
• Neural Machine Translation for Low-Resource Languages: A Survey (2021) │ pdf │ cs.CL
• Deep Learning for Face Anti-Spoofing: A Survey (2021) │ pdf │ cs.CV
• Virtual Agents in Live Coding: A Short Review (2021) │ pdf │ cs.HC
• A Few Brief Notes on DeepImpact, COIL, and a Conceptual Framework for Information Retrieval Techniques (2021) │ pdf │ cs.IR
• Overview of BioASQ 2020: The eighth BioASQ challenge on Large-Scale Biomedical Semantic Indexing and Question Answering (2021) │ pdf │ cs.CL
• Recent Advances in Fibrosis and Scar Segmentation from Cardiac MRI: A State-of-the-Art Review and Future Perspectives (2021) │ pdf │ eess.IV
• Overview of BioASQ 2021: The ninth BioASQ challenge on Large-Scale Biomedical Semantic Indexing and Question Answering (2021) │ pdf │ cs.CL
• Making Images Real Again: A Comprehensive Survey on Deep Image Composition (2021) │ pdf │ cs.CV
• A Comprehensive Survey of Incentive Mechanism for Federated Learning (2021) │ pdf │ cs.LG
• A Survey on Deep Learning for Human Mobility (2020-2021) │ pdf │ cs.LG
• Primordial non-Gaussianity from the Completed SDSS-IV extended Baryon Oscillation Spectroscopic Survey I: Catalogue Preparation and Systematic Mitigation (2021) │ pdf │ astro-ph.CO
• Multi-Modal 3D Object Detection in Autonomous Driving: a Survey (2021) │ pdf │ cs.CV
• Advancing biological super-resolution microscopy through deep learning: a brief review (2021) │ pdf │ physics.bio-ph
• A review of systematic selection of clustering algorithms and their evaluation (2021) │ pdf │ cs.LG
• Smart Healthcare in the Age of AI: Recent Advances, Challenges, and Future Prospects (2021) │ pdf │ cs.CY
• Machine Learning-based Orchestration of Containers: A Taxonomy and Future Directions (2021) │ pdf │ cs.LG
• Safe Learning and Optimization Techniques: Towards a Survey of the State of the Art (2021) │ pdf │ cs.LG
• Deep Fake Detection: Survey of Facial Manipulation Detection Solutions (2021) │ pdf │ cs.CV
• Pre-trained Models for Natural Language Processing: A Survey (2020-2021) │ pdf │ cs.CL
• Composition and Application of Current Advanced Driving Assistance System: A Review (2021) │ pdf │ cs.AI
• A Review of Assistive Technologies for Activities of Daily Living of Elderly (2021) │ pdf │ cs.HC
• Prevention and Resolution of Conflicts in Social Navigation – a Survey (2021) │ pdf │ cs.RO
• Neural Networks for Dengue Prediction: A Systematic Review (2021) │ pdf │ cs.LG
• A Comprehensive Review on Non-Neural Networks Collaborative Filtering Recommendation Systems (2021) │ pdf │ cs.IR
• Bayesian Neural Networks: Essentials (2021) │ pdf │ cs.LG
• A Survey on Human-aware Robot Navigation (2021) │ pdf │ cs.RO
• A systematic review of Python packages for time series analysis (2021) │ pdf │ cs.MS
• A Survey of Quantization Methods for Efficient Neural Network Inference (2021) │ pdf │ cs.CV
• Deep Gaussian Processes: A Survey (2021) │ pdf │ cs.LG
• A Game-Theoretic Taxonomy of Visual Concepts in DNNs (2021) │ pdf │ cs.LG
• A Systematic Survey of Regularization and Normalization in GANs (2020-2021) │ pdf │ cs.LG
• Conversational Agents in Software Engineering: Survey, Taxonomy and Challenges (2021) │ pdf │ cs.CL
• Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and Better (2021) │ pdf │ cs.LG
• Recent Advances in Large Margin Learning (2021) │ pdf │ cs.LG
• Neural Network Libraries: A Deep Learning Framework Designed from Engineers’ Perspectives (2021) │ pdf │ cs.LG
• 3D Object Detection for Autonomous Driving: A Survey (2021) │ pdf │ cs.CV
• Artificial Neural Network for Cybersecurity: A Comprehensive Review (2021) │ pdf │ cs.CR
• A Review of Autonomous Road Vehicle Integrated Approaches to an Emergency Obstacle Avoidance Maneuver (2021) │ pdf │ cs.RO
• On Minimizing Cost in Legal Document Review Workflows (2021) │ pdf │ cs.IR
• CIRA Guide to Custom Loss Functions for Neural Networks in Environmental Sciences – Version 1 (2021) │ pdf │ cs.LG
• Knowledge Distillation and Student-Teacher Learning for Visual Intelligence: A Review and New Outlooks (2020-2021) │ pdf │ cs.CV
• A Survey on Semi-Supervised Learning for Delayed Partially Labelled Data Streams (2021) │ pdf │ cs.LG
• Revisit Visual Representation in Analytics Taxonomy: A Compression Perspective (2021) │ pdf │ cs.CV
• Reproducing Kernel Hilbert Space, Mercer’s Theorem, Eigenfunctions, Nyström Method, and Use of Kernels in Machine Learning: Tutorial and Survey (2021) │ pdf │ stat.ML
• Code to Comment Translation: A Comparative Study on Model Effectiveness & Errors (2021) │ pdf │ cs.SE
• A Survey of Transformers (2021) │ pdf │ cs.LG
• Pruning and Quantization for Deep Neural Network Acceleration: A Survey (2021) │ pdf │ cs.CV
• Training Deep Architectures Without End-to-End Backpropagation: A Brief Survey (2021) │ pdf │ cs.LG
• Social and behavioral determinants of health in the era of artificial intelligence with electronic health records: A scoping review (2021) │ pdf │ cs.CY
• Compression of Deep Learning Models for Text: A Survey (2020-2021) │ pdf │ cs.CL
• Foundations and modelling of dynamic networks using Dynamic Graph Neural Networks: A survey (2020-2021) │ pdf │ cs.SI
• Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective (2020-2021) │ pdf │ cs.AI
• Confidential Machine Learning on Untrusted Platforms: A Survey (2020-2021) │ pdf │ cs.LG
• Federated Learning on Non-IID Data: A Survey (2021) │ pdf │ cs.LG
• A Review of Graph Neural Networks and Their Applications in Power Systems (2021) │ pdf │ cs.LG
• A Comprehensive Overview on 5G-and-Beyond Networks with UAVs: From Communications to Sensing and Intelligence (2020-2021) │ pdf │ cs.IT
• Feature Selection Tutorial with Python Examples (2021) │ pdf │ cs.LG
• What Can Knowledge Bring to Machine Learning? – A Survey of Low-shot Learning for Structured Data (2021) │ pdf │ cs.LG
• Survey of Image Based Graph Neural Networks (2021) │ pdf │ cs.LG
• A Discussion on Building Practical NLP Leaderboards: The Case of Machine Translation (2021) │ pdf │ cs.CL
• Graph Neural Networks for Natural Language Processing: A Survey (2021) │ pdf │ cs.CL
• Artifact Detection and Correction in EEG data: A Review (2021) │ pdf │ eess.SP
• On Information Plane Analyses of Neural Network Classifiers – A Review (2020-2021) │ pdf │ cs.LG
• A 2020 taxonomy of algorithms inspired on living beings behavior (2021) │ pdf │ cs.NE
• A Review of Human Evaluation for Style Transfer (2021) │ pdf │ cs.CL
• Comprehension Based Question Answering using Bloom’s Taxonomy (2021) │ pdf │ cs.CL
• Recommending Multiple Criteria Decision Analysis Methods with A New Taxonomy-based Decision Support System (2021) │ pdf │ cs.AI
• North Carolina COVID-19 Agent-Based Model Framework for Hospitalization Forecasting Overview, Design Concepts, and Details Protocol (2021) │ pdf │ cs.AI
• Generative Adversarial Networks: A Survey Towards Private and Secure Applications (2021) │ pdf │ cs.LG
• Deep Neural Network-based Enhancement for Image and Video Streaming Systems: A Survey and Future Directions (2021) │ pdf │ eess.IV
• Fundamentals of Semantic Numeration Systems. Can the Context be Calculated? (2021) │ pdf │ cs.AI
• A Survey on Deep Domain Adaptation for LiDAR Perception (2021) │ pdf │ cs.CV
• Understand and Improve Contrastive Learning Methods for Visual Representation: A Review (2021) │ pdf │ cs.LG
• Learning Sparse Classifiers: Continuous and Mixed Integer Optimization Perspectives (2020-2021) │ pdf │ stat.ML
• From DNNs to GANs: Review of efficient hardware architectures for deep learning (2021) │ pdf │ cs.LG
• A Primer on Multi-Neuron Relaxation-based Adversarial Robustness Certification (2021) │ pdf │ cs.LG
• A Review of Machine Learning Classification Using Quantum Annealing for Real-world Applications (2021) │ pdf │ quant-ph
• Correlation Filters for Unmanned Aerial Vehicle-Based Aerial Tracking: A Review and Experimental Evaluation (2020-2021) │ pdf │ cs.CV
• Low-rank Characteristic Tensor Density Estimation Part I: Foundations (2020-2021) │ pdf │ stat.ML
• Revisiting Maximum Entropy Inverse Reinforcement Learning: New Perspectives and Algorithms (2020-2021) │ pdf │ cs.LG
• Deep learning-based synthetic-CT generation in radiotherapy and PET: a review (2021) │ pdf │ physics.med-ph
• Intelligent Radio Signal Processing: A Survey (2020-2021) │ pdf │ eess.SP
• Modeling Communication to Coordinate Perspectives in Cooperation (2021) │ pdf │ cs.AI
• Laplacian-Based Dimensionality Reduction Including Spectral Clustering, Laplacian Eigenmap, Locality Preserving Projection, Graph Embedding, and Diffusion Map: Tutorial and Survey (2021) │ pdf │ stat.ML
• A Survey on Optimal Transport for Machine Learning: Theory and Applications (2021) │ pdf │ cs.LG
• Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems (2021) │ pdf │ cs.CL
• A Comparative Study of Convolutional Neural Networks for the Detection of Strong Gravitational Lensing (2021) │ pdf │ astro-ph.IM
• Attention mechanisms and deep learning for machine vision: A survey of the state of the art (2021) │ pdf │ cs.CV
• A Discussion On the Validity of Manifold Learning (2021) │ pdf │ cs.LG
• Conversational Question Answering: A Survey (2021) │ pdf │ cs.CL
• Survey Equivalence: A Procedure for Measuring Classifier Accuracy Against Human Labels (2021) │ pdf │ cs.LG
• Accented Speech Recognition: A Survey (2021) │ pdf │ cs.CL
• Tips and Tricks to Improve CNN-based Chest X-ray Diagnosis: A Survey (2021) │ pdf │ eess.IV
• RevCore: Review-augmented Conversational Recommendation (2021) │ pdf │ cs.CL
• A survey of machine learning-based physics event generation (2021) │ pdf │ hep-ph
• Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialog State Tracking (2021) │ pdf │ cs.CL
• A Survey of Knowledge Tracing (2021) │ pdf │ cs.CY
• A Survey of Deep Reinforcement Learning Algorithms for Motion Planning and Control of Autonomous Vehicles (2021) │ pdf │ cs.RO
• Corpus-Based Paraphrase Detection Experiments and Review (2021) │ pdf │ cs.CL
• Deep Reinforcement Learning in Quantitative Algorithmic Trading: A Review (2021) │ pdf │ cs.LG
• Neural Networks for Entity Matching: A Survey (2020-2021) │ pdf │ cs.DB
• Anomaly Mining – Past, Present and Future (2021) │ pdf │ cs.LG
• Recent Advances in Data-Driven Wireless Communication Using Gaussian Processes: A Comprehensive Survey (2021) │ pdf │ cs.LG
• A Survey on Conversational Recommender Systems (2020-2021) │ pdf │ cs.HC
• Epileptic Seizures Detection Using Deep Learning Techniques: A Review (2020-2021) │ pdf │ cs.LG
• A Survey on Anomaly Detection for Technical Systems using LSTM Networks (2021) │ pdf │ cs.LG
• A systematic review of transfer learning based approaches for diabetic retinopathy detection (2021) │ pdf │ eess.IV
• Restricted Boltzmann Machine, recent advances and mean-field theory (2020-2021) │ pdf │ cond-mat.dis-nn
• Informed Machine Learning – A Taxonomy and Survey of Integrating Knowledge into Learning Systems (2019-2021) │ pdf │ stat.ML
• A Systematic Literature Review on Federated Machine Learning: From A Software Engineering Perspective (2020-2021) │ pdf │ cs.SE
• GuideMe: A Mobile Application based on Global Positioning System and Object Recognition Towards a Smart Tourist Guide (2021) │ pdf │ cs.CV
• MeshCNN Fundamentals: Geometric Learning through a Reconstructable Representation (2021) │ pdf │ cs.GR
• Applying Machine Learning in Self-Adaptive Systems: A Systematic Literature Review (2021) │ pdf │ cs.NE
• Graph-Based Deep Learning for Medical Diagnosis and Analysis: Past, Present and Future (2021) │ pdf │ cs.LG
• A functionality taxonomy for document search engines (2021) │ pdf │ cs.IR
• Deep Learning for Weakly-Supervised Object Detection and Object Localization: A Survey (2021) │ pdf │ cs.CV
• Vision-based Vehicle Speed Estimation: A Survey (2021) │ pdf │ cs.CV
• The Nonlinearity Coefficient - A Practical Guide to Neural Architecture Design (2021) │ pdf │ cs.LG
• Taxonomy of academic plagiarism methods (2021) │ pdf │ cs.LG
• Review on Indoor RGB-D Semantic Segmentation with Deep Convolutional Neural Networks (2021) │ pdf │ cs.CV
• A survey on Semi-, Self- and Unsupervised Learning for Image Classification (2020-2021) │ pdf │ cs.CV
• Utterance partitioning for speaker recognition: an experimental review and analysis with new findings under GMM-SVM framework (2021) │ pdf │ cs.LG
• A Survey on Complex Knowledge Base Question Answering: Methods, Challenges and Solutions (2021) │ pdf │ cs.CL
• Pretrained Language Models for Text Generation: A Survey (2021) │ pdf │ cs.CL
• What is the State of the Art of Computer Vision-Assisted Cytology? A Systematic Literature Review (2021) │ pdf │ cs.CV
• Argumentative XAI: A Survey (2021) │ pdf │ cs.AI
• Editorial introduction: The power of words and networks (2021) │ pdf │ cs.CL
• Towards Standard Criteria for human evaluation of Chatbots: A Survey (2021) │ pdf │ cs.CL
• Recent Advances and Trends in Multimodal Deep Learning: A Review (2021) │ pdf │ cs.CV
• Machine Learning at the Network Edge: A Survey (2019-2021) │ pdf │ cs.LG
• Deep Learning for 3D Point Cloud Understanding: A Survey (2020-2021) │ pdf │ cs.CV
• A review of approaches to modeling applied vehicle routing problems (2021) │ pdf │ cs.AI
• A systematic review of Hate Speech automatic detection using Natural Language Processing (2021) │ pdf │ cs.CL
• X-ray phase-contrast imaging: a broad overview of some fundamentals (2020-2021) │ pdf │ eess.IV
• Explainable Machine Learning with Prior Knowledge: An Overview (2021) │ pdf │ cs.LG
• A practical introduction to the Rational Speech Act modeling framework (2021) │ pdf │ cs.CL
• Knowledge Distillation: A Survey (2020-2021) │ pdf │ cs.LG
• A Review on Modern Computational Optimal Transport Methods with Applications in Biomedical Research (2020-2021) │ pdf │ stat.ML
• A Decade Survey of Content Based Image Retrieval using Deep Learning (2020-2021) │ pdf │ cs.CV
• Physics-informed neural networks (PINNs) for fluid mechanics: A review (2021) │ pdf │ physics.flu-dyn
• A Review of Generalized Zero-Shot Learning Methods (2020-2021) │ pdf │ cs.CV
• An Overview of Computer Supported Query Formulation (2021) │ pdf │ cs.IR
• Fusion-DHL: WiFi, IMU, and Floorplan Fusion for Dense History of Locations in Indoor Environments (2021) │ pdf │ cs.RO
• A Review on Explainability in Multimodal Deep Neural Nets (2021) │ pdf │ cs.AI
• Evaluation of Text Generation: A Survey (2020-2021) │ pdf │ cs.CL
• Social Behavior and Mental Health: A Snapshot Survey under COVID-19 Pandemic (2021) │ pdf │ cs.SI
• Deep Metric Learning for Few-Shot Image Classification: A Selective Review (2021) │ pdf │ cs.CV
• Controlling an Inverted Pendulum with Policy Gradient Methods-A Tutorial (2021) │ pdf │ cs.LG
• Learning User Embeddings from Temporal Social Media Data: A Survey (2021) │ pdf │ cs.AI
• A Systematic Literature Review on Process-Aware Recommender Systems (2021) │ pdf │ cs.IR
• A Survey on Session-based Recommender Systems (2019-2021) │ pdf │ cs.IR
• A Survey on Reinforcement Learning-Aided Caching in Mobile Edge Networks (2021) │ pdf │ cs.NI
• Building Affordance Relations for Robotic Agents - A Review (2021) │ pdf │ cs.AI
• Foundations of Reasoning with Uncertainty via Real-valued Logics (2020-2021) │ pdf │ cs.LO
• Graph Learning based Recommender Systems: A Review (2021) │ pdf │ cs.IR
• Privacy Inference Attacks and Defenses in Cloud-based Deep Neural Network: A Survey (2021) │ pdf │ cs.CR
• Negative Selection Algorithm Research and Applications in the last decade: A Review (2021) │ pdf │ cs.NE
• Fairness in Ranking: A Survey (2021) │ pdf │ cs.IR
• A Survey of Modern Deep Learning based Object Detection Models (2021) │ pdf │ cs.CV
• AI perspectives in Smart Cities and Communities to enable road vehicle automation and smart traffic control (2021) │ pdf │ cs.AI
• From Handcrafted to Deep Features for Pedestrian Detection: A Survey (2020-2021) │ pdf │ cs.CV
• A Critical Review of Information Bottleneck Theory and its Applications to Deep Learning (2021) │ pdf │ cs.LG
• A Survey of Performance Optimization in Neural Network-Based Video Analytics Systems (2021) │ pdf │ cs.CV
• A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor Search (2021) │ pdf │ cs.IR
• Knowledge-aware Zero-Shot Learning: Survey and Perspective (2021) │ pdf │ cs.AI
• The Factual Inconsistency Problem in Abstractive Text Summarization: A Survey (2021) │ pdf │ cs.CL
• The Modern Mathematics of Deep Learning (2021) │ pdf │ cs.LG
• A Survey on Spoken Language Understanding: Recent Advances and New Frontiers (2021) │ pdf │ cs.CL
• Machine Learning (ML)-Centric Resource Management in Cloud Computing: A Review and Future Directions (2021) │ pdf │ cs.DC
• A Comprehensive Review for MRF and CRF Approaches in Pathology Image Analysis (2020-2021) │ pdf │ cs.CV
• Game-Theoretic and Machine Learning-based Approaches for Defensive Deception: A Survey (2021) │ pdf │ cs.CR
• Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering (2021) │ pdf │ cs.AI
• A Survey on Physarum Polycephalum Intelligent Foraging Behaviour and Bio-Inspired Applications (2021) │ pdf │ cs.AI
• The future of human-AI collaboration: a taxonomy of design knowledge for hybrid intelligence systems (2021) │ pdf │ cs.AI
• A Survey of Applied Machine Learning Techniques for Optical OFDM based Networks (2021) │ pdf │ cs.LG
• Granger Causality: A Review and Recent Advances (2021) │ pdf │ stat.ME
• Class-incremental learning: survey and performance evaluation on image classification (2020-2021) │ pdf │ cs.LG
• Explainable Autonomous Robots: A Survey and Perspective (2021) │ pdf │ cs.AI
• Person Retrieval in Surveillance Using Textual Query: A Review (2021) │ pdf │ cs.CV
• Survey on Multi-Agent Q-Learning frameworks for resource management in wireless sensor network (2021) │ pdf │ cs.MA
• Translation Quality Assessment: A Brief Survey on Manual and Automatic Methods (2021) │ pdf │ cs.CL
• A unifying tutorial on Approximate Message Passing (2021) │ pdf │ math.ST
• A Survey on Active Learning and Human-in-the-Loop Deep Learning for Medical Image Analysis (2019-2021) │ pdf │ cs.LG
• Generative Adversarial Networks (GAN) Powered Fast Magnetic Resonance Imaging – Mini Review, Comparison and Perspectives (2021) │ pdf │ eess.IV
• A Review on Oracle Issues in Machine Learning (2021) │ pdf │ cs.LG
• An Overview of Laser Injection against Embedded Neural Network Models (2021) │ pdf │ cs.CR
• A Review of Confidentiality Threats Against Embedded Neural Network Models (2021) │ pdf │ cs.CR
• Graph Learning: A Survey (2021) │ pdf │ cs.LG
• Deep Learning Methods For Synthetic Aperture Radar Image Despeckling: An Overview Of Trends And Perspectives (2020-2021) │ pdf │ eess.IV
• Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges (2021) │ pdf │ cs.LG
• A survey on VQA_Datasets and Approaches (2021) │ pdf │ cs.CV
• Canonical Correlation Analysis (CCA) Based Multi-View Learning: An Overview (2019-2021) │ pdf │ cs.LG
• Deep Neural Networks for COVID-19 Detection and Diagnosis using Images and Acoustic-based Techniques: A Recent Review (2020-2021) │ pdf │ cs.CV
• Person Search Challenges and Solutions: A Survey (2021) │ pdf │ cs.CV
• Deep Insights of Deepfake Technology : A Review (2021) │ pdf │ cs.LG
• Ontology-based Feature Selection: A Survey (2021) │ pdf │ cs.AI
• A Survey on sentiment analysis in Persian: A Comprehensive System Perspective Covering Challenges and Advances in Resources, and Methods (2021) │ pdf │ cs.CL
• A Review of Cooperative Multi-Agent Deep Reinforcement Learning (2019-2021) │ pdf │ cs.LG
• Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety (2021) │ pdf │ cs.LG
• Applications of Artificial Intelligence to aid detection of dementia: a narrative review on current capabilities and future directions (2021) │ pdf │ cs.AI
• A comparative study of neural network techniques for automatic software vulnerability detection (2021) │ pdf │ cs.SE
• Machine Learning Techniques for Software Quality Assurance: A Survey (2021) │ pdf │ cs.SE
• A Study of the Mathematics of Deep Learning (2021) │ pdf │ cs.LG
• Multi-Agent Reinforcement Learning: A Selective Overview of Theories and Algorithms (2019-2021) │ pdf │ cs.LG
• Understanding and Avoiding AI Failures: A Practical Guide (2021) │ pdf │ cs.CY
• Helping users discover perspectives: Enhancing opinion mining with joint topic models (2020-2021) │ pdf │ cs.CL
• A review on physical and data-driven based nowcasting methods using sky images (2021) │ pdf │ cs.CV
• Automatic Melody Harmonization with Triad Chords: A Comparative Study (2020-2021) │ pdf │ cs.SD
• Quality Assessment of DIBR-synthesized views: An Overview (2019-2021) │ pdf │ eess.IV
• A Review of the Non-Invasive Techniques for Monitoring Different Aspects of Sleep (2021) │ pdf │ cs.HC
• Toward Code Generation: A Survey and Lessons from Semantic Parsing (2021) │ pdf │ cs.SE
• Appearance-based Gaze Estimation With Deep Learning: A Review and Benchmark (2021) │ pdf │ cs.CV
• A Survey Of Regression Algorithms And Connections With Deep Learning (2021) │ pdf │ cs.LG
• Vision-based Driver Assistance Systems: Survey, Taxonomy and Advances (2021) │ pdf │ cs.RO
• Pilot Investigation for a Comprehensive Taxonomy of Autonomous Entities (2021) │ pdf │ cs.AI
• Compilation-based Solvers for Multi-Agent Path Finding: a Survey, Discussion, and Future Opportunities (2021) │ pdf │ cs.AI
• From Weakly Supervised Learning to Biquality Learning: an Introduction (2020-2021) │ pdf │ cs.LG
• Perspectives on Machine Learning from Psychology’s Reproducibility Crisis (2021) │ pdf │ cs.LG
• Recent Advances in Monocular 2D and 3D Human Pose Estimation: A Deep Learning Perspective (2021) │ pdf │ cs.CV
• Literature review on vulnerability detection using NLP technology (2021) │ pdf │ cs.CR
• Survey on Modeling Intensity Function of Hawkes Process Using Neural Models (2021) │ pdf │ cs.LG
• Graph Learning for Combinatorial Optimization: A Survey of State-of-the-Art (2020-2021) │ pdf │ cs.LG
• A Short Survey of Pre-trained Language Models for Conversational AI-A NewAge in NLP (2021) │ pdf │ cs.CL
• A Review of Formal Methods applied to Machine Learning (2021) │ pdf │ cs.PL
• A Survey of Deep Meta-Learning (2020-2021) │ pdf │ cs.LG
• A Survey on Federated Learning and its Applications for Accelerating Industrial Internet of Things (2021) │ pdf │ cs.DC
• Towards a Robust Deep Neural Network in Texts: A Survey (2019-2021) │ pdf │ cs.CL
• Recent Advances in Adversarial Training for Adversarial Robustness (2021) │ pdf │ cs.LG
• Creativity and Machine Learning: A Survey (2021) │ pdf │ cs.LG
• An Enhanced MeanSum Method For Generating Hotel Multi-Review Summarizations (2020-2021) │ pdf │ cs.CL
• Review of end-to-end speech synthesis technology based on deep learning (2021) │ pdf │ cs.SD
• GAN-Based Data Augmentation and Anonymization for Skin-Lesion Analysis: A Critical Review (2021) │ pdf │ eess.IV
• Artificial Intelligence Based Prognostic Maintenance of Renewable Energy Systems: A Review of Techniques, Challenges, and Future Research Directions (2021) │ pdf │ cs.LG
• The foundations of cost-sensitive causal classification (2020-2021) │ pdf │ cs.LG
• Learning on Hardware: A Tutorial on Neural Network Accelerators and Co-Processors (2021) │ pdf │ cs.LG
• Distilling Knowledge via Knowledge Review (2021) │ pdf │ cs.CV
• Convolutional Neural Networks in Orthodontics: a review (2021) │ pdf │ cs.CV
• A survey of image labelling for computer vision applications (2021) │ pdf │ cs.CV
• Best Practices for Noise-Based Augmentation to Improve the Performance of Emotion Recognition “In the Wild” (2021) │ pdf │ cs.SD
• Application of Computer Vision and Machine Learning for Digitized Herbarium Specimens: A Systematic Literature Review (2021) │ pdf │ cs.CV
• A continual learning survey: Defying forgetting in classification tasks (2019-2021) │ pdf │ cs.CV
• Automatic Diagnosis of Pneumothorax from Chest Radiographs: A Systematic Literature Review (2020-2021) │ pdf │ eess.IV
• Brain-like approaches to unsupervised learning of hidden representations – a comparative study (2020-2021) │ pdf │ cs.NE
• Structured learning of rigid-body dynamics: A survey and unified view from a robotics perspective (2020-2021) │ pdf │ cs.LG
• A Comparative Study on Collecting High-Quality Implicit Reasonings at a Large-scale (2021) │ pdf │ cs.CL
• Weakly Supervised Object Localization and Detection: A Survey (2021) │ pdf │ cs.CV
• AutoML: A Survey of the State-of-the-Art (2019-2021) │ pdf │ cs.LG
• A survey of active learning algorithms for supervised remote sensing image classification (2021) │ pdf │ cs.CV
• Recent Advances in Domain Adaptation for the Classification of Remote Sensing Data (2021) │ pdf │ cs.CV
• Comparative Study of Learning Outcomes for Online Learning Platforms (2021) │ pdf │ cs.CY
• A Survey of Recent Abstract Summarization Techniques (2021) │ pdf │ cs.CL
• Towards Handling Uncertainty-at-Source in AI – A Review and Next Steps for Interval Regression (2021) │ pdf │ cs.LG
• A Comprehensive Review on the NILM Algorithms for Energy Disaggregation (2021) │ pdf │ eess.SP
• A comparative study of Different Machine Learning Regressors For Stock Market Prediction (2021) │ pdf │ q-fin.ST
• Constructing Explainable Opinion Graphs from Review (2020-2021) │ pdf │ cs.CL
• A Review of Anonymization for Healthcare Data (2021) │ pdf │ cs.CR
• Single Image Depth Estimation: An Overview (2021) │ pdf │ cs.CV
• Going Deeper Into Face Detection: A Survey (2021) │ pdf │ cs.CV
• Neuro-Symbolic VQA: A review from the perspective of AGI desiderata (2021) │ pdf │ cs.LG
• Complex-Valued vs. Real-Valued Neural Networks for Classification Perspectives: An Example on Non-Circular Data (2020-2021) │ pdf │ stat.ML
• Applications of physics-informed scientific machine learning in subsurface science: A survey (2021) │ pdf │ physics.geo-ph
• Deep Learning for Medical Anomaly Detection – A Survey (2020-2021) │ pdf │ cs.LG
• Optimization with Momentum: Dynamical, Control-Theoretic, and Symplectic Perspectives (2020-2021) │ pdf │ math.OC
• Individual Explanations in Machine Learning Models: A Survey for Practitioners (2021) │ pdf │ cs.LG
• An Introduction to Deep Generative Modeling (2021) │ pdf │ cs.LG
• Systemic formalisation of Cyber-Physical-Social System (CPSS): A systematic literature review (2021) │ pdf │ cs.AI
• Text Style Transfer: A Review and Experimental Evaluation (2020-2021) │ pdf │ cs.CL
• Supervised Feature Selection Techniques in Network Intrusion Detection: a Critical Review (2021) │ pdf │ cs.CR
• Deep Learning-Based Autonomous Driving Systems: A Survey of Attacks and Defenses (2021) │ pdf │ cs.LG
• Comprehensive systematic review into combinations of artificial intelligence, human factors, and automation (2021) │ pdf │ cs.HC
• Parkinson’s Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial (2019-2021) │ pdf │ eess.IV
• Ice Core Science Meets Computer Vision: Challenges and Perspectives (2021) │ pdf │ cs.CV
• A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios (2020-2021) │ pdf │ cs.CL
• Signal Processing and Machine Learning Techniques for Terahertz Sensing: An Overview (2021) │ pdf │ eess.SP
• An Experimental Review on Deep Learning Architectures for Time Series Forecasting (2021) │ pdf │ cs.LG
• Hardware Trust and Assurance through Reverse Engineering: A Survey and Outlook from Image Analysis and Machine Learning Perspectives (2020-2021) │ pdf │ eess.IV
• The Duo of Artificial Intelligence and Big Data for Industry 4.0: Review of Applications, Techniques, Challenges, and Future Research Directions (2021) │ pdf │ cs.AI
• Spectral Variability in Hyperspectral Data Unmixing: A Comprehensive Review (2020-2021) │ pdf │ eess.IV
• Detecting Phishing Sites – An Overview (2021) │ pdf │ cs.CR
• Survey of Imbalanced Data Methodologies (2021) │ pdf │ stat.ML
• Intelligent Building Control Systems for Thermal Comfort and Energy-Efficiency: A Systematic Review of Artificial Intelligence-Assisted Techniques (2021) │ pdf │ cs.AI
• A Concise Review of Transfer Learning (2021) │ pdf │ cs.LG
• A review of artificial intelligence methods combined with Raman spectroscopy to identify the composition of substances (2021) │ pdf │ eess.SP
• Identification of Nonlinear Dynamic Systems Using Type-2 Fuzzy Neural Networks – A Novel Learning Algorithm and a Comparative Study (2021) │ pdf │ eess.SY
• Performance analysis of facial recognition: A critical review through glass factor (2021) │ pdf │ cs.CV
• A Survey on Social-Physical Sensing (2021) │ pdf │ cs.SI
• Multimedia Technology Applications and Algorithms: A Survey (2021) │ pdf │ cs.MM
• Explainable Artificial Intelligence (XAI) on TimeSeries Data: A Survey (2021) │ pdf │ cs.LG
• Artificial intelligence, human rights, democracy, and the rule of law: a primer (2021) │ pdf │ cs.CY
• Transfer Learning in Magnetic Resonance Brain Imaging: a Systematic Review (2021) │ pdf │ eess.IV
• A Survey of Privacy Attacks in Machine Learning (2020-2021) │ pdf │ cs.CR
• A Survey on Knowledge Graphs: Representation, Acquisition and Applications (2020-2021) │ pdf │ cs.CL
• A Survey on Natural Language Video Localization (2021) │ pdf │ cs.CV
• Taking Stock of the Present and Future of Smart Technologies for Older Adults and Caregivers (2021) │ pdf │ cs.CY
• Spatiotemporal Data Mining: A Survey on Challenges and Open Problems (2021) │ pdf │ cs.LG
• On the Synergies between Machine Learning and Binocular Stereo for Depth Estimation from Images: a Survey (2020-2021) │ pdf │ cs.CV
• A clustering approach to time series forecasting using neural networks: A comparative study on distance-based vs. feature-based clustering methods (2020-2021) │ pdf │ cs.LG
• Deep Neural Approaches to Relation Triplets Extraction: A Comprehensive Survey (2021) │ pdf │ cs.CL
• Attention, please! A survey of Neural Attention Models in Deep Learning (2021) │ pdf │ cs.LG
• End-to-End Constrained Optimization Learning: A Survey (2021) │ pdf │ cs.LG
• Is Image-to-Image Translation the Panacea for Multimodal Image Registration? A Comparative Study (2021) │ pdf │ eess.IV
• Product Inspection Methodology via Deep Learning: An Overview (2021) │ pdf │ cs.LG
• Deep Learning and Machine Vision for Food Processing: A Survey (2021) │ pdf │ cs.CV
• Sign Language Production: A Review (2021) │ pdf │ cs.CV
• A Survey on Multi-Task Learning (2017-2021) │ pdf │ cs.LG
• Dynamic Network Embedding Survey (2021) │ pdf │ cs.SI
• Classifying Video based on Automatic Content Detection Overview (2021) │ pdf │ cs.CV
• Mathematics of Digital Hyperspace (2021) │ pdf │ cs.MS
• Representation, Analysis of Bayesian Refinement Approximation Network: A Survey (2021) │ pdf │ cs.CV
• Deep Learning Techniques for In-Crop Weed Identification: A Review (2021) │ pdf │ cs.CV
• An Introduction to Robust Graph Convolutional Networks (2021) │ pdf │ cs.LG
• From Seeing to Moving: A Survey on Learning for Visual Indoor Navigation (VIN) (2020-2021) │ pdf │ cs.RO
• A Practical Survey on Faster and Lighter Transformers (2021) │ pdf │ cs.LG
• Randomization-based Machine Learning in Renewable Energy Prediction Problems: Critical Literature Review, New Results and Perspectives (2021) │ pdf │ cs.LG
• Current Trends and Applications of Dempster-Shafer Theory (Review) (2021) │ pdf │ cs.AI
• A systematic review of smartphone-based human activity recognition for health research (2019-2021) │ pdf │ cs.HC
• A Survey of Multimedia Technologies and Robust Algorithms (2021) │ pdf │ cs.MM
• Positioning yourself in the maze of Neural Text Generation: A Task-Agnostic Survey (2020-2021) │ pdf │ cs.CL
• Explainability in Graph Neural Networks: A Taxonomic Survey (2020-2021) │ pdf │ cs.LG
• Modular Design Patterns for Hybrid Learning and Reasoning Systems: a taxonomy, patterns and use cases (2021) │ pdf │ cs.AI
• A Survey on Curriculum Learning (2020-2021) │ pdf │ cs.LG
• Artificial Intelligence in Tumor Subregion Analysis Based on Medical Imaging: A Review (2021) │ pdf │ eess.IV
• Evaluation of machine learning algorithms for Health and Wellness applications: a tutorial (2020-2021) │ pdf │ cs.LG
• Representing Numbers in NLP: a Survey and a Vision (2021) │ pdf │ cs.CL
• A Survey of Information Cascade Analysis: Models, Predictions, and Recent Advances (2020-2021) │ pdf │ cs.SI
• BERT: A Review of Applications in Natural Language Processing and Understanding (2021) │ pdf │ cs.CL
• What and Where: Modeling Skeletons from Semantic and Spatial Perspectives for Action Recognition (2020-2021) │ pdf │ cs.CV
• Adversarial EXEmples: A Survey and Experimental Evaluation of Practical Attacks on Machine Learning for Windows Malware Detection (2020-2021) │ pdf │ cs.CR
• Machine Learning for Detecting Data Exfiltration: A Review (2020-2021) │ pdf │ cs.CR
• A Systematic Review of Reproducibility Research in Natural Language Processing (2021) │ pdf │ cs.CL
• Urban land-use analysis using proximate sensing imagery: a survey (2021) │ pdf │ cs.CV
• Local Interpretations for Explainable Natural Language Processing: A Survey (2021) │ pdf │ cs.CL
• The Shape of Learning Curves: a Review (2021) │ pdf │ cs.LG
• Adversarial Machine Learning – Industry Perspectives (2020-2021) │ pdf │ cs.CY
• Computational Emotion Analysis From Images: Recent Advances and Future Directions (2021) │ pdf │ cs.AI
• Beyond Linear Subspace Clustering: A Comparative Study of Nonlinear Manifold Clustering Algorithms (2021) │ pdf │ cs.LG
• Addressing Hate Speech with Data Science: An Overview from Computer Science Perspective (2021) │ pdf │ cs.CY
• Recent Advances in Video Question Answering: A Review of Datasets and Methods (2021) │ pdf │ cs.CV
• Privacy Preservation in Federated Learning: An insightful survey from the GDPR Perspective (2020-2021) │ pdf │ cs.CR
• Human-AI Symbiosis: A Survey of Current Approaches (2021) │ pdf │ cs.AI
• An Overview of Multi-Agent Reinforcement Learning from Game Theoretical Perspective (2020-2021) │ pdf │ cs.MA
• A Survey on Spatio-temporal Data Analytics Systems (2021) │ pdf │ cs.LG
• ScoreGAN: A Fraud Review Detector based on Multi Task Learning of Regulated GAN with Data Augmentation (2020-2021) │ pdf │ cs.LG
• A Practical Guide to Multi-Objective Reinforcement Learning and Planning (2021) │ pdf │ cs.AI
• A Survey of Hybrid Human-Artificial Intelligence for Social Computing (2021) │ pdf │ cs.AI
• A Survey on Sentiment and Emotion Analysis for Computational Literary Studies (2018-2021) │ pdf │ cs.CL
• Bio-inspired Robustness: A Review (2021) │ pdf │ cs.CV
• Evaluation of a Bi-Directional Methodology for Automated Assessment of Compliance to Continuous Application of Clinical Guidelines, in the Type 2 Diabetes-Management Domain (2021) │ pdf │ cs.AI
• A Survey on Predicting the Factuality and the Bias of News Media (2021) │ pdf │ cs.SI
• Selective Survey: Most Efficient Models and Solvers for Integrative Multimodal Transport (2021) │ pdf │ cs.AI
• Deep Learning for Chest X-ray Analysis: A Survey (2021) │ pdf │ eess.IV
• Taking Notes on the Fly Helps BERT Pre-training (2020-2021) │ pdf │ cs.CL
• Applications of Federated Learning in Smart Cities: Recent Advances, Taxonomy, and Open Challenges (2021) │ pdf │ cs.LG
• A Methodology for Bi-Directional Knowledge-Based Assessment of Compliance to Continuous Application of Clinical Guidelines (2021) │ pdf │ cs.AI
• A Survey on Multimodal Disinformation Detection (2021) │ pdf │ cs.MM
• Machine Learning on the COVID-19 Pandemic, Human Mobility and Air Quality: A Review (2021) │ pdf │ cs.CY
• A Review on Semi-Supervised Relation Extraction (2021) │ pdf │ cs.CL
• An Overview of Deep-Learning-Based Audio-Visual Speech Enhancement and Separation (2020-2021) │ pdf │ eess.AS
• Anaphoric Binding: an integrated overview (2021) │ pdf │ cs.CL
• Biomedical Image Reconstruction: From the Foundations to Deep Neural Networks (2019-2021) │ pdf │ eess.IV
• Recent advances in deep learning theory (2020-2021) │ pdf │ cs.LG
• A Survey on Applications of Artificial Intelligence in Fighting Against COVID-19 (2020-2021) │ pdf │ q-bio.QM
• Automated liver tissues delineation based on machine learning techniques: A survey, current trends and future orientations (2021) │ pdf │ eess.IV
• Techniques for Jointly Extracting Entities and Relations: A Survey (2021) │ pdf │ cs.CL
• Mean-field methods and algorithmic perspectives for high-dimensional machine learning (2021) │ pdf │ cond-mat.dis-nn
• A Review and Refinement of Surprise Adequacy (2021) │ pdf │ cs.LG
• Mobile Computational Photography: A Tour (2021) │ pdf │ cs.CV
• Deep Learning based 3D Segmentation: A Survey (2021) │ pdf │ cs.CV
• Introduction to Brain and Medical Images (2021) │ pdf │ eess.IV
• A Survey and Analysis on Automated Glioma Brain Tumor Segmentation and Overall Patient Survival Prediction (2021) │ pdf │ eess.IV
• Towards Human-Like Automated Test Generation: Perspectives from Cognition and Problem Solving (2021) │ pdf │ cs.SE
• A Taxonomy of Similarity Metrics for Markov Decision Processes (2021) │ pdf │ cs.LG
• Review: Deep Learning in Electron Microscopy (2020-2021) │ pdf │ eess.IV
• Machine Learning for Electronic Design Automation: A Survey (2021) │ pdf │ eess.SP
• Coverage based testing for V&V and Safety Assurance of Self-driving Autonomous Vehicles: A Systematic Literature Review (2021) │ pdf │ cs.AI
• Putting Humans in the Natural Language Processing Loop: A Survey (2021) │ pdf │ cs.CL
• Deep reinforcement learning in medical imaging: A literature review (2021) │ pdf │ eess.IV
• Foundations of Population-Based SHM, Part IV: The Geometry of Spaces of Structures and their Feature Spaces (2021) │ pdf │ stat.ML
• An overview on deep learning-based approximation methods for partial differential equations (2020-2021) │ pdf │ math.NA
• A comprehensive survey on point cloud registration (2021) │ pdf │ cs.CV
• A Survey of FPGA-Based Robotic Computing (2020-2021) │ pdf │ cs.RO
• Deep Learning in Medical Ultrasound Image Segmentation: a Review (2020-2021) │ pdf │ eess.IV
• In a Nutshell – The Sequential Parameter Optimization Toolbox (2017-2021) │ pdf │ cs.MS
• D’ya like DAGs? A Survey on Structure Learning and Causal Discovery (2021) │ pdf │ cs.LG
• Transfer Learning in Deep Reinforcement Learning: A Survey (2020-2021) │ pdf │ cs.LG
• Domain-specific Knowledge Graphs: A survey (2020-2021) │ pdf │ cs.DB
• Real-World Single Image Super-Resolution: A Brief Review (2021) │ pdf │ eess.IV
• Deep Learning for Virus-Spreading Forecasting: a Brief Survey (2021) │ pdf │ cs.LG
• Deep Neural Networks for the Assessment of Surgical Skills: A Systematic Review (2021) │ pdf │ cs.CV
• Image/Video Deep Anomaly Detection: A Survey (2021) │ pdf │ cs.CV
• A Survey of End-to-End Driving: Architectures and Training Methods (2020-2021) │ pdf │ cs.AI
• A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions (2020-2021) │ pdf │ cs.LG
• A Survey of Deep Learning Techniques for Weed Detection from Images (2021) │ pdf │ cs.CV
• A practical tutorial on Variational Bayes (2021) │ pdf │ stat.CO
• A survey of algorithmic recourse: definitions, formulations, solutions, and prospects (2020-2021) │ pdf │ cs.LG
• The Healthy States of America: Creating a Health Taxonomy with Social Media (2021) │ pdf │ cs.CY
• Artificial Intelligence Systems applied to tourism: A Survey (2020-2021) │ pdf │ cs.AI
• A survey on Variational Autoencoders from a GreenAI perspective (2021) │ pdf │ cs.LG
• Token-Modification Adversarial Attacks for Natural Language Processing: A Survey (2021) │ pdf │ cs.CL
• Adaptation Algorithms for Neural Network-Based Speech Recognition: An Overview (2020-2021) │ pdf │ eess.AS
• An Introduction to Johnson-Lindenstrauss Transforms (2021) │ pdf │ cs.DS
• Perspectives on individual animal identification from biology and computer vision (2021) │ pdf │ cs.CV
• Bayesian Nonparametric Space Partitions: A Survey (2020-2021) │ pdf │ stat.ML
• Topic Modelling Meets Deep Neural Networks: A Survey (2021) │ pdf │ cs.LG
• Medical Image Segmentation with Limited Supervision: A Review of Deep Network Models (2021) │ pdf │ cs.CV
• Biometric Quality: Review and Application to Face Recognition with FaceQnet (2020-2021) │ pdf │ cs.CV
• Did Chatbots Miss Their ‘Apollo Moment’? A Survey of the Potential, Gaps and Lessons from Using Collaboration Assistants During COVID-19 (2021) │ pdf │ cs.HC
• Basic principles and concept design of a real-time clinical decision support system for managing medical emergencies on missions to Mars (2020-2021) │ pdf │ cs.CY
• A Brief Introduction to Generative Models (2021) │ pdf │ cs.LG
• Natural Language Processing Advancements By Deep Learning: A Survey (2020-2021) │ pdf │ cs.CL
• Successive Subspace Learning: An Overview (2021) │ pdf │ cs.CV
• Survey on 3D face reconstruction from uncalibrated images (2020-2021) │ pdf │ cs.CV
• Graph-based Semi-supervised Learning: A Comprehensive Review (2021) │ pdf │ cs.LG
• A survey on modern trainable activation functions (2020-2021) │ pdf │ cs.LG
• Benchmarking and Survey of Explanation Methods for Black Box Models (2021) │ pdf │ cs.AI
• An introduction to distributed training of deep neural networks for segmentation tasks with large seismic datasets (2021) │ pdf │ physics.geo-ph
• A review on Deep Reinforcement Learning for Fluid Mechanics (2019-2021) │ pdf │ physics.comp-ph
• A Primer on Contrastive Pretraining in Language Processing: Methods, Lessons Learned and Perspectives (2021) │ pdf │ cs.CL
• A Comparative Study of Gamma Markov Chains for Temporal Non-Negative Matrix Factorization (2020-2021) │ pdf │ stat.ML
• Explaining Deep Neural Networks and Beyond: A Review of Methods and Applications (2020-2021) │ pdf │ cs.LG
• Cognitive network science for understanding online social cognitions: A brief review (2021) │ pdf │ cs.CY
• An introduction to Topological Data Analysis: fundamental and practical aspects for data scientists (2017-2021) │ pdf │ math.ST
• An Overview of Direct Diagnosis and Repair Techniques in the WeeVis Recommendation Environment (2021) │ pdf │ cs.IR
• Set-valued classification – overview via a unified framework (2021) │ pdf │ stat.ML
• Survey on the Analysis and Modeling of Visual Kinship: A Decade in the Making (2020-2021) │ pdf │ cs.CV
• A Review of Generalizability and Transportability (2021) │ pdf │ stat.ME
• Large Scale Global Optimization Algorithms for IoT Networks: A Comparative Study (2021) │ pdf │ cs.NE
• Attention Models for Point Clouds in Deep Learning: A Survey (2021) │ pdf │ cs.CV
• A survey of joint intent detection and slot-filling models in natural language understanding (2021) │ pdf │ cs.CL
• A Comprehensive Review of Computer-aided Whole-slide Image Analysis: from Datasets to Feature Extraction, Segmentation, Classification, and Detection Approaches (2021) │ pdf │ cs.CV
• Discussion Tracker: Supporting Teacher Learning about Students’ Collaborative Argumentation in High School Classrooms (2021) │ pdf │ cs.CL
• A Survey of Label-noise Representation Learning: Past, Present and Future (2020-2021) │ pdf │ cs.LG
• Deep Learning for Scene Classification: A Survey (2021) │ pdf │ cs.CV
• Anomalous Example Detection in Deep Learning: A Survey (2020-2021) │ pdf │ cs.LG
• Trends in Vehicle Re-identification Past, Present, and Future: A Comprehensive Review (2021) │ pdf │ cs.CV
• AudioVisual Speech Synthesis: A brief literature review (2021) │ pdf │ cs.SD
• A Systematic Review of Natural Language Processing Applied to Radiology Reports (2021) │ pdf │ cs.CL
• Essentials for Class Incremental Learning (2021) │ pdf │ cs.CV
• Explainable Agents Through Social Cues: A Review (2020-2021) │ pdf │ cs.RO
• Domain Adaptation for Medical Image Analysis: A Survey (2021) │ pdf │ cs.CV
• Understanding and Creating Art with AI: Review and Outlook (2021) │ pdf │ cs.CV
• Towards generalisable hate speech detection: a review on obstacles and solutions (2021) │ pdf │ cs.CL
• Hyperbolic Deep Neural Networks: A Survey (2021) │ pdf │ cs.LG
• A Review of Testing Object-Based Environment Perception for Safe Automated Driving (2021) │ pdf │ cs.RO
• A Survey on 360-Degree Video: Coding, Quality of Experience and Streaming (2021) │ pdf │ cs.MM
• A comparative study on movement feature in different directions for micro-expression recognition (2021) │ pdf │ cs.CV
• Comprehensive Comparative Study of Multi-Label Classification Methods (2021) │ pdf │ cs.LG
• Anomalous Sound Detection with Machine Learning: A Systematic Review (2021) │ pdf │ cs.SD
• Machine Learning Model Development from a Software Engineering Perspective: A Systematic Literature Review (2021) │ pdf │ cs.SE
• Thank you for Attention: A survey on Attention-based Artificial Neural Networks for Automatic Speech Recognition (2021) │ pdf │ cs.SD
• Reinforcement Learning for IoT Security: A Comprehensive Survey (2021) │ pdf │ cs.LG
• Resilient Machine Learning for Networked Cyber Physical Systems: A Survey for Machine Learning Security to Securing Machine Learning for CPS (2021) │ pdf │ cs.CR
• Weight Initialization Techniques for Deep Learning Algorithms in Remote Sensing: Recent Trends and Future Perspectives (2021) │ pdf │ cs.LG
• An Overview of Recommender Systems and Machine Learning in Feature Modeling and Configuration (2021) │ pdf │ cs.IR
• Object Detection Under Rainy Conditions for Autonomous Vehicles: A Review of State-of-the-Art and Emerging Techniques (2020-2021) │ pdf │ cs.CV
• Challenges and approaches to time-series forecasting in data center telemetry: A Survey (2021) │ pdf │ cs.LG
• Adversarial Attacks and Defenses in Physiological Computing: A Systematic Review (2021) │ pdf │ cs.LG
• A Survey on Synchronous Augmented, Virtual and Mixed Reality Remote Collaboration Systems (2021) │ pdf │ cs.HC
• Using Machine Intelligence to Prioritise Code Review Requests (2021) │ pdf │ cs.SE
• On the Philosophical, Cognitive and Mathematical Foundations of Symbiotic Autonomous Systems (SAS) (2021) │ pdf │ cs.AI
• Derivative-Free Reinforcement Learning: A Review (2021) │ pdf │ cs.LG
• Mars Image Content Classification: Three Years of NASA Deployment and Recent Advances (2021) │ pdf │ cs.LG
• A survey of recommender systems for energy efficiency in buildings: Principles, challenges and prospects (2021) │ pdf │ cs.IR
• CNN Application in Detection of Privileged Documents in Legal Document Review (2021) │ pdf │ cs.IR
• Editorial: Introduction to the Issue on Deep Learning for Image/Video Restoration and Compression (2021) │ pdf │ eess.IV
• A comparative study of two-dimensional vocal tract acoustic modeling based on Finite-Difference Time-Domain methods (2021) │ pdf │ cs.SD
• Detecting Fake News Using Machine Learning : A Systematic Literature Review (2021) │ pdf │ cs.CY
• A Technical Overview of AV1 (2020-2021) │ pdf │ eess.IV
• A Discussion on Practical Considerations with Sparse Regression Methodologies (2020-2021) │ pdf │ cs.LG
• Biometrics Recognition Using Deep Learning: A Survey (2019-2021) │ pdf │ cs.CV
• Introduction to Machine Learning for the Sciences (2021) │ pdf │ physics.comp-ph
• A Unifying Review of Deep and Shallow Anomaly Detection (2020-2021) │ pdf │ cs.LG
• A Survey on Incorporating Domain Knowledge into Deep Learning for Medical Image Analysis (2020-2021) │ pdf │ eess.IV
• Nature-Inspired Optimization Algorithms: Research Direction and Survey (2021) │ pdf │ cs.NE
• Deep Learning for Radio-based Human Sensing: Recent Advances and Future Directions (2020-2021) │ pdf │ eess.SP
• Deep Neural Network Based Relation Extraction: An Overview (2021) │ pdf │ cs.CL
• Machine Learning Methods for Histopathological Image Analysis: A Review (2021) │ pdf │ cs.CV
• A Survey on Contrastive Self-supervised Learning (2020-2021) │ pdf │ cs.CV
• Survey2Survey: A deep learning generative model approach for cross-survey image mapping (2020-2021) │ pdf │ astro-ph.IM
• Pedestrian Simulation: A Review (2021) │ pdf │ cs.RO
• A Survey on Mathematical Aspects of Machine Learning in GeoPhysics: The Cases of Weather Forecast, Wind Energy, Wave Energy, Oil and Gas Exploration (2021) │ pdf │ cs.LG
• A review of motion planning algorithms for intelligent robotics (2021) │ pdf │ cs.RO
• Leveraging Review Properties for Effective Recommendation (2021) │ pdf │ cs.IR
• A Survey of Deep Learning Approaches for OCR and Document Understanding (2020-2021) │ pdf │ cs.CL
• Building Representative Corpora from Illiterate Communities: A Review of Challenges and Mitigation Strategies for Developing Countries (2021) │ pdf │ cs.CL
• EEG based Major Depressive disorder and Bipolar disorder detection using Neural Networks: A review (2020-2021) │ pdf │ q-bio.NC
• Problematic Machine Behavior: A Systematic Literature Review of Algorithm Audits (2021) │ pdf │ cs.CY
• Unbox the Black-box for the Medical Explainable AI via Multi-modal and Multi-centre Data Fusion: A Mini-Review, Two Showcases and Beyond (2021) │ pdf │ cs.AI
• Optimization meets Big Data: A survey (2021) │ pdf │ cs.NE
• A Survey on Understanding, Visualizations, and Explanation of Deep Neural Networks (2021) │ pdf │ cs.LG
• A Living Review of Machine Learning for Particle Physics (2021) │ pdf │ hep-ph
• A comparative study of Bot Detection techniques methods with an application related to Covid-19 discourse on Twitter (2021) │ pdf │ cs.SI
• Medical Instrument Detection in Ultrasound-Guided Interventions: A Review (2020-2021) │ pdf │ eess.IV
• About Face: A Survey of Facial Recognition Evaluation (2021) │ pdf │ cs.CV
• A Survey on Concept Factorization: From Shallow to Deep Representation Learning (2020-2021) │ pdf │ cs.LG
• Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) Network (2018-2021) │ pdf │ cs.LG
• A Hitchhiker’s Guide to Structural Similarity (2021) │ pdf │ eess.IV
• Evolution of Semantic Similarity – A Survey (2020-2021) │ pdf │ cs.CL
• Face Recognition Techniques: A Survey (2018-2021) │ pdf │ cs.CV
• Gesture Recognition in Robotic Surgery: a Review (2021) │ pdf │ cs.CV
• A Review on Deep Learning in UAV Remote Sensing (2021) │ pdf │ cs.CV
• A Survey of Complex-Valued Neural Networks (2021) │ pdf │ stat.ML
• Machine learning for cloud resources management – An overview (2021) │ pdf │ cs.LG
• Artificial Intelligence for UAV-enabled Wireless Networks: A Survey (2020-2021) │ pdf │ eess.SP
• Fashion Meets Computer Vision: A Survey (2020-2021) │ pdf │ cs.CV
• Coefficients’ Settings in Particle Swarm Optimization: Insight and Guidelines (2021) │ pdf │ cs.NE
• A review of deep-learning techniques for SAR image restoration (2021) │ pdf │ eess.IV
• A Taxonomy of Explainable Bayesian Networks (2021) │ pdf │ cs.AI
• An Overview of Machine Learning Techniques for Radiowave Propagation Modeling (2021) │ pdf │ eess.SP
• Evolution of artificial intelligence languages, a systematic literature review (2021) │ pdf │ cs.AI
• Benchmark and Survey of Automated Machine Learning Frameworks (2019-2021) │ pdf │ cs.LG
• A systematic literature review on state-of-the-art deep learning methods for process prediction (2021) │ pdf │ cs.LG
• Deep Learning for Visual Tracking: A Comprehensive Survey (2019-2021) │ pdf │ cs.CV
• Ensembling complex network ‘perspectives’ for mild cognitive impairment detection with artificial neural networks (2021) │ pdf │ cs.CV
• A Survey On (Stochastic Fractal Search) Algorithm (2021) │ pdf │ cs.AI
• Machine Learning for the Detection and Identification of Internet of Things (IoT) Devices: A Survey (2021) │ pdf │ cs.CR
• Cognitive Perspectives on Context-based Decisions and Explanations (2021) │ pdf │ cs.AI
• Low-Cost Outdoor Air Quality Monitoring and Sensor Calibration: A Survey and Critical Analysis (2019-2021) │ pdf │ eess.SP
• Artificial Intelligence for Satellite Communication: A Review (2021) │ pdf │ eess.SP
• Automatic Liver Segmentation from CT Images Using Deep Learning Algorithms: A Comparative Study (2021) │ pdf │ eess.IV
• Activation Functions in Artificial Neural Networks: A Systematic Overview (2021) │ pdf │ cs.LG
• Cross Knowledge-based Generative Zero-Shot Learning Approach with Taxonomy Regularization (2021) │ pdf │ cs.CV
• Applications of Deep Learning in Fundus Images: A Review (2021) │ pdf │ eess.IV
• Weakly Supervised Learning for Facial Behavior Analysis : A Review (2021) │ pdf │ cs.CV
• Multi-Task Learning for Dense Prediction Tasks: A Survey (2020-2021) │ pdf │ cs.CV
• Solving for multi-class: a survey and synthesis (2018-2021) │ pdf │ stat.ML
• Learning Hierarchical Review Graph Representations for Recommendation (2020-2021) │ pdf │ cs.IR
• Deep Reinforcement Learning for Autonomous Driving: A Survey (2020-2021) │ pdf │ cs.LG
• A Primer for Neural Arithmetic Logic Modules (2021) │ pdf │ cs.NE
• Explainable Artificial Intelligence Approaches: A Survey (2021) │ pdf │ cs.AI
• Metrics for Benchmarking and Uncertainty Quantification: Quality, Applicability, and a Path to Best Practices for Machine Learning in Chemistry (2020-2021) │ pdf │ physics.chem-ph
• A Comprehensive Survey on Hardware-Aware Neural Architecture Search (2021) │ pdf │ cs.LG
• Implementations in Machine Ethics: A Survey (2020-2021) │ pdf │ cs.AI
• Deep Learning for Sensor-based Human Activity Recognition: Overview, Challenges and Opportunities (2020-2021) │ pdf │ cs.HC
• A Two-Stage Deep Learning Detection Classifier for the ATLAS Asteroid Survey (2021) │ pdf │ astro-ph.EP
• Occlusion Handling in Generic Object Detection: A Review (2021) │ pdf │ cs.CV
• Aesthetics, Personalization and Recommendation: A survey on Deep Learning in Fashion (2021) │ pdf │ cs.CV
• Can Taxonomy Help? Improving Semantic Question Matching using Question Taxonomy (2021) │ pdf │ cs.CL
• A Literature Review of Recent Graph Embedding Techniques for Biomedical Data (2021) │ pdf │ cs.AI
• Deep Learning for Intelligent Demand Response and Smart Grids: A Comprehensive Survey (2021) │ pdf │ cs.LG
• A Tutorial on Ultra-Reliable and Low-Latency Communications in 6G: Integrating Domain Knowledge into Deep Learning (2020-2021) │ pdf │ eess.SP
• Using Full-text Content of Academic Articles to Build a Methodology Taxonomy of Information Science in China (2021) │ pdf │ cs.DL
• Machine learning applications for COVID-19: A state-of-the-art review (2021) │ pdf │ cs.LG
• A survey on shape-constraint deep learning for medical image segmentation (2021) │ pdf │ eess.IV
• Twitter Subjective Well-Being Indicator During COVID-19 Pandemic: A Cross-Country Comparative Study (2021) │ pdf │ econ.GN
• Paraconsistent Foundations for Quantum Probability (2021) │ pdf │ cs.AI
• Diagnostic Captioning: A Survey (2021) │ pdf │ cs.CV
• Machine Learning for Wireless Link Quality Estimation: A Survey (2018-2021) │ pdf │ cs.NI
• Dealing with Nuisance Parameters using Machine Learning in High Energy Physics: a Review (2020-2021) │ pdf │ stat.ML
• AR-based Modern Healthcare: A Review (2021) │ pdf │ cs.CY
• Reinforcement learning based recommender systems: A survey (2021) │ pdf │ cs.IR
• Towards interpreting ML-based automated malware detection models: a survey (2021) │ pdf │ cs.CR
• Annotation of epidemiological information in animal disease-related news articles: guidelines (2021) │ pdf │ cs.IR
• Persuasive Natural Language Generation – A Literature Review (2021) │ pdf │ cs.CL
• Paraconsistent Foundations for Probabilistic Reasoning, Programming and Concept Formation (2020-2021) │ pdf │ cs.AI
• Explainability of vision-based autonomous driving systems: Review and challenges (2021) │ pdf │ cs.CV
• Digital Nudging with Recommender Systems: Survey and Future Directions (2020-2021) │ pdf │ cs.HC
• A Survey on Document-level Neural Machine Translation: Methods and Evaluation (2019-2021) │ pdf │ cs.CL
• A scoping review of causal methods enabling predictions under hypothetical interventions (2020-2021) │ pdf │ stat.ME
• Sensorimotor representation learning for an “active self” in robots: A model survey (2020-2021) │ pdf │ cs.RO
• A Brief Survey of Associations Between Meta-Learning and General AI (2021) │ pdf │ cs.AI
• Optimization Problems for Machine Learning: A Survey (2019-2021) │ pdf │ math.OC
• Quick survey of graph-based fraud detection methods (2019-2021) │ pdf │ cs.LG
• Image Classification with Deep Learning in the Presence of Noisy Labels: A Survey (2019-2021) │ pdf │ cs.LG
• Salient Object Detection in the Deep Learning Era: An In-Depth Survey (2019-2021) │ pdf │ cs.CV
• One-Class Classification: A Survey (2021) │ pdf │ cs.CV
• A review for Tone-mapping Operators on Wide Dynamic Range Image (2021) │ pdf │ eess.IV
• A Survey of Constrained Gaussian Process Regression: Approaches and Implementation Challenges (2020-2021) │ pdf │ cs.LG
• Ludii Game Logic Guide (2021) │ pdf │ cs.AI
• Artificial Intelligence Methods in In-Cabin Use Cases: A Survey (2021) │ pdf │ cs.AI
• Human Activity Recognition using Wearable Sensors: Review, Challenges, Evaluation Benchmark (2021) │ pdf │ cs.CV
• Biosensors and Machine Learning for Enhanced Detection, Stratification, and Classification of Cells: A Review (2021) │ pdf │ eess.SP
• Deep Learning for Person Re-identification: A Survey and Outlook (2020-2021) │ pdf │ cs.CV
• A Survey on Bayesian Deep Learning (2016-2021) │ pdf │ stat.ML
• A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges (2020-2021) │ pdf │ cs.LG
• Primer AI’s Systems for Acronym Identification and Disambiguation (2020-2021) │ pdf │ cs.CL
• Measuring Disentanglement: A Review of Metrics (2020-2021) │ pdf │ cs.LG
• A Survey on Principles, Models and Methods for Learning from Irregularly Sampled Time Series (2020-2021) │ pdf │ cs.LG
• Demystifying Deep Neural Networks Through Interpretation: A Survey (2020-2021) │ pdf │ cs.LG
• A Survey on Advancing the DBMS Query Optimizer: Cardinality Estimation, Cost Model, and Plan Enumeration (2021) │ pdf │ cs.DB
• The role of explainability in creating trustworthy artificial intelligence for health care: a comprehensive survey of the terminology, design choices, and evaluation strategies (2020-2021) │ pdf │ cs.AI
• One vs Previous and Similar Classes Learning – A Comparative Study (2021) │ pdf │ cs.LG
• Robust Machine Learning Systems: Challenges, Current Trends, Perspectives, and the Road Ahead (2021) │ pdf │ cs.CR
• A Pushing-Grasping Collaborative Method Based on Deep Q-Network Algorithm in Dual Perspectives (2021) │ pdf │ cs.RO
• Deep Learning Based Text Classification: A Comprehensive Review (2020-2021) │ pdf │ cs.CL
• Fusion of Federated Learning and Industrial Internet of Things: A Survey (2021) │ pdf │ cs.NI
• Schemes of Propagation Models and Source Estimators for Rumor Source Detection in Online Social Networks: A Short Survey of a Decade of Research (2021) │ pdf │ cs.SI
• Factor Analysis, Probabilistic Principal Component Analysis, Variational Inference, and Variational Autoencoder: Tutorial and Survey (2021) │ pdf │ stat.ML
• Tutorial on Variational Autoencoders (2016-2021) │ pdf │ stat.ML
• A Tutorial on the Mathematical Model of Single Cell Variational Inference (2021) │ pdf │ q-bio.OT
• Small Data Challenges in Big Data Era: A Survey of Recent Progress on Unsupervised and Semi-Supervised Methods (2019-2021) │ pdf │ cs.CV
• Semantics for Robotic Mapping, Perception and Interaction: A Survey (2021) │ pdf │ cs.RO
• Hawkes Processes Modeling, Inference and Control: An Overview (2020-2021) │ pdf │ cs.LG
• A Survey on Deep Reinforcement Learning for Audio-Based Applications (2021) │ pdf │ cs.SD
• Overview of MediaEval 2020 Predicting Media Memorability Task: What Makes a Video Memorable? (2020) │ pdf │ cs.MM
• Deep Graph Generators: A Survey (2020) │ pdf │ cs.LG
• Neural Machine Translation: A Review of Methods, Resources, and Tools (2020) │ pdf │ cs.CL
• Survey of the Detection and Classification of Pulmonary Lesions via CT and X-Ray (2020) │ pdf │ eess.IV
• A Review into Data Science and Its Approaches in Mechanical Engineering (2020) │ pdf │ cs.AI
• How Complex is your classification problem? A survey on measuring classification complexity (2018-2020) │ pdf │ cs.LG
• A Review of Machine Learning Techniques for Applied Eye Fundus and Tongue Digital Image Processing with Diabetes Management System (2020) │ pdf │ eess.IV
• Review of Text Style Transfer Based on Deep Learning (2020) │ pdf │ cs.CL
• Evolution of Small Cell from 4G to 6G: Past, Present, and Future (2020) │ pdf │ cs.NI
• Generative Adversarial Networks in Computer Vision: A Survey and Taxonomy (2019-2020) │ pdf │ cs.LG
• Classification of Pathological and Normal Gait: A Survey (2020) │ pdf │ cs.LG
• Forensic shoe-print identification: a brief survey (2019-2020) │ pdf │ cs.CV
• Multiple Sclerosis Lesion Segmentation – A Survey of Supervised CNN-Based Methods (2020) │ pdf │ eess.IV
• Millimeter Wave Sensing: A Review of Application Pipelines and Building Blocks (2020) │ pdf │ eess.SP
• Camouflaged Object Detection and Tracking: A Survey (2020) │ pdf │ cs.CV
• Time Perception: A Review on Psychological, Computational and Robotic Models (2020) │ pdf │ cs.AI
• Manhattan Room Layout Reconstruction from a Single 360 image: A Comparative Study of State-of-the-art Methods (2019-2020) │ pdf │ cs.CV
• Towards Continual Reinforcement Learning: A Review and Perspectives (2020) │ pdf │ cs.LG
• A Survey on Spatial and Spatiotemporal Prediction Methods (2020) │ pdf │ cs.LG
• Person Re-Identification using Deep Learning Networks: A Systematic Review (2020) │ pdf │ cs.CV
• Reinforcement Learning for Combinatorial Optimization: A Survey (2020) │ pdf │ cs.LG
• Nature-Inspired Algorithms for Wireless Sensor Networks: A Comprehensive Survey (2020) │ pdf │ cs.NI
• A Survey on Reinforcement Learning for Combinatorial Optimization (2020) │ pdf │ cs.LG
• Overview of FPGA deep learning acceleration based on convolutional neural network (2020) │ pdf │ cs.AI
• A Comparative Study of AHP and Fuzzy AHP Method for Inconsistent Data (2020) │ pdf │ cs.AI
• Skeleton-based Approaches based on Machine Vision: A Survey (2020) │ pdf │ cs.CV
• Visual Question Answering using Deep Learning: A Survey and Performance Analysis (2019-2020) │ pdf │ cs.CV
• Limitations of Deep Neural Networks: a discussion of G. Marcus’ critical appraisal of deep learning (2020) │ pdf │ cs.AI
• A Survey of Methods for Managing the Classification and Solution of Data Imbalance Problem (2020) │ pdf │ cs.LG
• Multimodal Research in Vision and Language: A Review of Current and Emerging Trends (2020) │ pdf │ cs.CV
• A Review of Artificial Intelligence Technologies for Early Prediction of Alzheimer’s Disease (2020) │ pdf │ eess.IV
• Deep Learning in Detection and Diagnosis of Covid-19 using Radiology Modalities: A Systematic Review (2020) │ pdf │ eess.IV
• Knowledge as Invariance – History and Perspectives of Knowledge-augmented Machine Learning (2020) │ pdf │ cs.LG
• Forecasting day-ahead electricity prices: A review of state-of-the-art algorithms, best practices and an open-access benchmark (2020) │ pdf │ stat.AP
• An Overview of Facial Micro-Expression Analysis: Data, Methodology and Challenge (2020) │ pdf │ cs.CV
• Hardware and Software Optimizations for Accelerating Deep Neural Networks: Survey of Current Trends, Challenges, and the Road Ahead (2020) │ pdf │ cs.AR
• A Comprehensive Survey of Machine Learning Based Localization with Wireless Signals (2020) │ pdf │ eess.SY
• InSAR Phase Denoising: A Review of Current Technologies and Future Directions (2020) │ pdf │ eess.IV
• Machine learning applications using diffusion tensor imaging of human brain: A PubMed literature review (2020) │ pdf │ cs.LG
• A Survey on the Visual Perceptions of Gaussian Noise Filtering on Photography (2020) │ pdf │ cs.CV
• Hierarchical principles of embodied reinforcement learning: A review (2020) │ pdf │ cs.AI
• Recent Advances in Network-based Methods for Disease Gene Prediction (2020) │ pdf │ q-bio.QM
• Continual Lifelong Learning in Natural Language Processing: A Survey (2020) │ pdf │ cs.CL
• XAI-P-T: A Brief Review of Explainable Artificial Intelligence from Practice to Theory (2020) │ pdf │ cs.AI
• KOSMOS: Knowledge-graph Oriented Social media and Mainstream media Overview System (2020) │ pdf │ cs.IR
• Heterogeneous Network Representation Learning: A Unified Framework with Survey and Benchmark (2020) │ pdf │ cs.SI
• Knowledge Graphs in Manufacturing and Production: A Systematic Literature Review (2020) │ pdf │ cs.AI
• A review on ranking problems in statistical learning (2019-2020) │ pdf │ cs.LG
• Learning-Based Algorithms for Vessel Tracking: A Review (2020) │ pdf │ eess.IV
• Learning active learning at the crossroads? evaluation and discussion (2020) │ pdf │ cs.LG
• Medical Deep Learning – A systematic Meta-Review (2020) │ pdf │ eess.IV
• On how Cognitive Computing will plan your next Systematic Review (2020) │ pdf │ cs.DL
• Deep learning for fast MR imaging: a review for learning reconstruction from incomplete k-space data (2020) │ pdf │ eess.IV
• Deep Learning for Material recognition: most recent advances and open challenges (2020) │ pdf │ cs.CV
• Vector operations for accelerating expensive Bayesian computations – a tutorial guide (2019-2020) │ pdf │ stat.CO
• Kernel Mean Embedding of Distributions: A Review and Beyond (2016-2020) │ pdf │ stat.ML
• Automatic Target Recognition on Synthetic Aperture Radar Imagery: A Survey (2020) │ pdf │ cs.CV
• Achieving Security and Privacy in Federated Learning Systems: Survey, Research Challenges and Future Directions (2020) │ pdf │ cs.CR
• An Overview of Depth Cameras and Range Scanners Based on Time-of-Flight Technologies (2020) │ pdf │ cs.CV
• Future Trends for Human-AI Collaboration: A Comprehensive Taxonomy of AI/AGI Using Multiple Intelligences and Learning Styles (2020) │ pdf │ cs.AI
• A Survey of Deep Learning Architectures for Intelligent Reflecting Surfaces (2020) │ pdf │ eess.SP
• A Review of Hidden Markov Models and Recurrent Neural Networks for Event Detection and Localization in Biomedical Signals (2020) │ pdf │ cs.LG
• Notes on Deep Learning Theory (2020) │ pdf │ cs.LG
• 3D Bounding Box Detection in Volumetric Medical Image Data: A Systematic Literature Review (2020) │ pdf │ eess.IV
• Recurrent Point Review Models (2020) │ pdf │ cs.LG
• AI Driven Knowledge Extraction from Clinical Practice Guidelines: Turning Research into Practice (2020) │ pdf │ cs.AI
• Low Rank Regularization: A Review (2018-2020) │ pdf │ cs.CV
• Data and its (dis)contents: A survey of dataset development and use in machine learning research (2020) │ pdf │ cs.LG
• A Neural Entity Coreference Resolution Review (2019-2020) │ pdf │ cs.CL
• Machine Learning in/for Blockchain: Future and Challenges (2019-2020) │ pdf │ cs.CR
• Recent Advances in Computer Audition for Diagnosing COVID-19: An Overview (2020) │ pdf │ cs.SD
• A Unifying Framework for Formal Theories of Novelty:Framework, Examples and Discussion (2020) │ pdf │ cs.AI
• Multi-modal Visual Tracking: Review and Experimental Comparison (2020) │ pdf │ cs.CV
• Towards a Mathematical Understanding of Neural Network-Based Machine Learning: what we know and what we don’t (2020) │ pdf │ cs.LG
• A Taxonomy of Empathetic Response Intents in Human Social Conversations (2020) │ pdf │ cs.CL
• Foundations for Near-Term Quantum Natural Language Processing (2020) │ pdf │ quant-ph
• Machine Learning Information Fusion in Earth Observation: A Comprehensive Review of Methods, Applications and Data Sources (2020) │ pdf │ cs.CV
• Quantifying vegetation biophysical variables from imaging spectroscopy data: a review on retrieval methods (2020) │ pdf │ q-bio.QM
• Referring Expression Comprehension: A Survey of Methods and Datasets (2020) │ pdf │ cs.CV
• Deep Transfer Learning for Industrial Automation: A Review and Discussion of New Techniques for Data-Driven Machine Learning (2020) │ pdf │ cs.LG
• Skin disease diagnosis with deep learning: a review (2020) │ pdf │ eess.IV
• A Survey on Deep Learning with Noisy Labels: How to train your model when you cannot trust on the annotations? (2020) │ pdf │ cs.LG
• A Review of Designs and Applications of Echo State Networks (2020) │ pdf │ cs.LG
• A Review on Bilevel Optimization: From Classical to Evolutionary Approaches and Applications (2017-2020) │ pdf │ math.OC
• Deep Learning for Anomaly Detection: A Review (2020) │ pdf │ cs.LG
• Review: Deep Learning Methods for Cybersecurity and Intrusion Detection Systems (2020) │ pdf │ cs.CR
• An overview of 11 proposals for building safe advanced AI (2020) │ pdf │ cs.LG
• Interpretability and Explainability: A Machine Learning Zoo Mini-tour (2020) │ pdf │ cs.LG
• Text Recognition in the Wild: A Survey (2020) │ pdf │ cs.CV
• A Survey on Churn Analysis (2020) │ pdf │ cs.LG
• Deep learning for photoacoustic imaging: a survey (2020) │ pdf │ cs.CV
• Deep Model-Based Reinforcement Learning for High-Dimensional Problems, a Survey (2020) │ pdf │ cs.LG
• Twitter Spam Detection: A Systematic Review (2020) │ pdf │ cs.CR
• Machine Learning Systems for Intelligent Services in the IoT: A Survey (2020) │ pdf │ cs.CY
• A Systematic Literature Review on Federated Learning: From A Model Quality Perspective (2020) │ pdf │ cs.LG
• A Survey on Heterogeneous Graph Embedding: Methods, Techniques, Applications and Sources (2020) │ pdf │ cs.SI
• A Comprehensive Review on Recent Methods and Challenges of Video Description (2020) │ pdf │ cs.CV
• Are We Hungry for 3D LiDAR Data for Semantic Segmentation? A Survey and Experimental Study (2020) │ pdf │ cs.CV
• A Selective Survey on Versatile Knowledge Distillation Paradigm for Neural Network Models (2020) │ pdf │ cs.LG
• Audio, Speech, Language, & Signal Processing for COVID-19: A Comprehensive Overview (2020) │ pdf │ cs.SD
• RGB-D Salient Object Detection: A Survey (2020) │ pdf │ cs.CV
• A Taxonomy and Review of Algorithms for Modeling and Predicting Human Driver Behavior (2020) │ pdf │ eess.SY
• Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review (2020) │ pdf │ cs.CV
• How to Evaluate Solutions in Pareto-based Search-Based Software Engineering? A Critical Review and Methodological Guidance (2020) │ pdf │ cs.SE
• Overview of Screen Content Coding in Recently Developed Video Coding Standards (2020) │ pdf │ cs.MM
• A Survey on Data Pricing: from Economics to Data Science (2020) │ pdf │ econ.TH
• A methodology for co-constructing an interdisciplinary model: from model to survey, from survey to model (2020) │ pdf │ cs.CY
• A survey of benchmarking frameworks for reinforcement learning (2020) │ pdf │ cs.LG
• A Hierarchical Self-attentive Convolution Network for Review Modeling in Recommendation Systems (2020) │ pdf │ cs.IR
• Deep Convolutional Neural Networks: A survey of the foundations, selected improvements, and some current applications (2020) │ pdf │ cs.CV
• Artificial Intelligence for COVID-19 Detection – A state-of-the-art review (2020) │ pdf │ cs.LG
• SECNLP: A Survey of Embeddings in Clinical Natural Language Processing (2019-2020) │ pdf │ cs.CL
• Foundations of Bayesian Learning from Synthetic Data (2020) │ pdf │ cs.LG
• Reinforcement learning with human advice: a survey (2020) │ pdf │ cs.AI
• A Review of Recent Advances of Binary Neural Networks for Edge Computing (2020) │ pdf │ cs.LG
• When Machine Learning Meets Privacy: A Survey and Outlook (2020) │ pdf │ cs.LG
• GAN-Leaks: A Taxonomy of Membership Inference Attacks against Generative Models (2019-2020) │ pdf │ cs.LG
• A comparative study of semi- and self-supervised semantic segmentation of biomedical microscopy data (2020) │ pdf │ cs.CV
• Time Series Data Imputation: A Survey on Deep Learning Approaches (2020) │ pdf │ cs.LG
• Communication optimization strategies for distributed deep neural network training: A survey (2020) │ pdf │ cs.DC
• High-level Prior-based Loss Functions for Medical Image Segmentation: A Survey (2020) │ pdf │ cs.CV
• Distributed Deep Reinforcement Learning: An Overview (2020) │ pdf │ cs.LG
• Locally Linear Embedding and its Variants: Tutorial and Survey (2020) │ pdf │ stat.ML
• Transfer Adaptation Learning: A Decade Survey (2019-2020) │ pdf │ cs.CV
• A Survey on 3D LiDAR Localization for Autonomous Vehicles (2020) │ pdf │ cs.CV
• Human computation requires and enables a new approach to ethical review (2020) │ pdf │ cs.CY
• A Survey on Deep Learning Based Point-Of-Interest (POI) Recommendations (2020) │ pdf │ cs.IR
• Survey and Open Problems in Privacy Preserving Knowledge Graph: Merging, Query, Representation, Completion and Applications (2020) │ pdf │ cs.DB
• Human Activity Recognition using Inertial, Physiological and Environmental Sensors: a Comprehensive Survey (2020) │ pdf │ eess.SP
• A Survey of Inverse Reinforcement Learning: Challenges, Methods and Progress (2018-2020) │ pdf │ cs.LG
• Introduction to Core-sets: an Updated Survey (2020) │ pdf │ cs.LG
• Towards Spatial Variability Aware Deep Neural Networks (SVANN): A Summary of Results (2020) │ pdf │ cs.CV
• A User’s Guide to Calibrating Robotics Simulators (2020) │ pdf │ cs.LG
• A Review On Software Defects Prediction Methods (2020) │ pdf │ cs.SE
• Zero-Shot Action Recognition in Videos: A Survey (2019-2020) │ pdf │ cs.CV
• Reinforcement Learning-based Application Autoscaling in the Cloud: A Survey (2020) │ pdf │ cs.DC
• Empowering Things with Intelligence: A Survey of the Progress, Challenges, and Opportunities in Artificial Intelligence of Things (2020) │ pdf │ cs.AI
• Deep Representation Learning of Patient Data from Electronic Health Records (EHR): A Systematic Review (2020) │ pdf │ cs.LG
• A Primer on Large Intelligent Surface (LIS) for Wireless Sensing in an Industrial Setting (2020) │ pdf │ eess.SP
• Conversational agents for learning foreign languages – a survey (2020) │ pdf │ cs.HC
• A Survey on the Explainability of Supervised Machine Learning (2020) │ pdf │ cs.LG
• Deep learning in magnetic resonance prostate segmentation: A review and a new perspective (2020) │ pdf │ eess.IV
• A Survey of Machine Learning Methods and Challenges for Windows Malware Classification (2020) │ pdf │ cs.CR
• Discussion among Different Methods of Updating Model Filter in Object Tracking (2017-2020) │ pdf │ cs.CV
• A review on Neural Turing Machine (2019-2020) │ pdf │ cs.NE
• Image Segmentation Using Deep Learning: A Survey (2020) │ pdf │ cs.CV
• Providing More Efficient Access To Government Records: A Use Case Involving Application of Machine Learning to Improve FOIA Review for the Deliberative Process Privilege (2020) │ pdf │ cs.IR
• A scoping review of transfer learning research on medical image analysis using ImageNet (2020) │ pdf │ eess.IV
• A Comprehensive Survey on Deep Music Generation: Multi-level Representations, Algorithms, Evaluations, and Future Directions (2020) │ pdf │ cs.SD
• A Survey on Recent Advances in Sequence Labeling from Deep Learning Models (2020) │ pdf │ cs.CL
• Generalized Constraints as A New Mathematical Problem in Artificial Intelligence: A Review and Perspective (2020) │ pdf │ cs.AI
• A Survey and Implementation of Performance Metrics for Self-Organized Maps (2020) │ pdf │ cs.NE
• A Review of the Family of Artificial Fish Swarm Algorithms: Recent Advances and Applications (2020) │ pdf │ cs.NE
• Deep Domain Adaptive Object Detection: a Survey (2020) │ pdf │ cs.CV
• Model Evaluation, Model Selection, and Algorithm Selection in Machine Learning (2018-2020) │ pdf │ cs.LG
• A survey on Adversarial Recommender Systems: from Attack/Defense strategies to Generative Adversarial Networks (2020) │ pdf │ cs.IR
• Modeling Trust in Human-Robot Interaction: A Survey (2020) │ pdf │ cs.RO
• A Primer in BERTology: What we know about how BERT works (2020) │ pdf │ cs.CL
• Small Survey Event Detection (2020) │ pdf │ cs.SI
• Best Practices for Data-Efficient Modeling in NLG:How to Train Production-Ready Neural Models with Less Data (2020) │ pdf │ cs.CL
• Explainable Automated Fact-Checking: A Survey (2020) │ pdf │ cs.CL
• Meta-Learning in Neural Networks: A Survey (2020) │ pdf │ cs.LG
• The Potential of Machine Learning and NLP for Handling Students’ Feedback (A Short Survey) (2020) │ pdf │ cs.CY
• Software engineering for artificial intelligence and machine learning software: A systematic literature review (2020) │ pdf │ cs.SE
• Generative Adversarial Networks in Human Emotion Synthesis:A Review (2020) │ pdf │ cs.CV
• A Quantitative Survey of Communication Optimizations in Distributed Deep Learning (2020) │ pdf │ cs.DC
• Privacy in Deep Learning: A Survey (2020) │ pdf │ cs.LG
• Motion Prediction on Self-driving Cars: A Review (2020) │ pdf │ cs.RO
• Single and Multi-Agent Deep Reinforcement Learning for AI-Enabled Wireless Networks: A Tutorial (2020) │ pdf │ cs.LG
• Ridge Regression with Frequent Directions: Statistical and Optimization Perspectives (2020) │ pdf │ cs.LG
• A survey on practical adversarial examples for malware classifiers (2020) │ pdf │ cs.CR
• Deep learning for biomedical photoacoustic imaging: A review (2020) │ pdf │ physics.med-ph
• Obstacles in Fully Automatic Program Repair: A survey (2020) │ pdf │ cs.SE
• Conversational Machine Comprehension: a Literature Review (2020) │ pdf │ cs.CL
• Video Generative Adversarial Networks: A Review (2020) │ pdf │ cs.CV
• Treebanking User-Generated Content: a UD Based Overview of Guidelines, Corpora and Unified Recommendations (2020) │ pdf │ cs.CL
• Face Morphing Attack Generation & Detection: A Comprehensive Survey (2020) │ pdf │ cs.CV
• Applying Machine Learning Techniques for Caching in Edge Networks: A Comprehensive Survey (2020) │ pdf │ cs.NI
• Best Practices for Scientific Research on Neural Architecture Search (2019-2020) │ pdf │ cs.LG
• Recent Advances in Understanding Adversarial Robustness of Deep Neural Networks (2020) │ pdf │ cs.LG
• Automatic Detection of Machine Generated Text: A Critical Survey (2020) │ pdf │ cs.CL
• Deep Learning in Computer-Aided Diagnosis and Treatment of Tumors: A Survey (2020) │ pdf │ eess.IV
• Sampling Algorithms, from Survey Sampling to Monte Carlo Methods: Tutorial and Literature Review (2020) │ pdf │ stat.ME
• Context Dependent Semantic Parsing: A Survey (2020) │ pdf │ cs.CL
• Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems (2020) │ pdf │ cs.LG
• Recent Neural Methods on Slot Filling and Intent Classification for Task-Oriented Dialogue Systems: A Survey (2020) │ pdf │ cs.CL
• CHIME: Cross-passage Hierarchical Memory Network for Generative Review Question Answering (2020) │ pdf │ cs.CL
• Smart Anomaly Detection in Sensor Systems: A Multi-Perspective Review (2020) │ pdf │ cs.LG
• A review of neural network algorithms and their applications in supercritical extraction (2020) │ pdf │ cs.NE
• The Mathematical Foundations of Manifold Learning (2020) │ pdf │ cs.LG
• Transformer in action: a comparative study of transformer-based acoustic models for large scale speech recognition applications (2020) │ pdf │ cs.CL
• IoT Platform for COVID-19 Prevention and Control: A Survey (2020) │ pdf │ cs.HC
• An Overview Of 3D Object Detection (2020) │ pdf │ cs.CV
• A brief overview of swarm intelligence-based algorithms for numerical association rule mining (2020) │ pdf │ cs.NE
• Making the Best Use of Review Summary for Sentiment Analysis (2019-2020) │ pdf │ cs.CL
• Introduction to logistic regression (2020) │ pdf │ stat.ME
• A Comprehensive Survey on Word Representation Models: From Classical to State-Of-The-Art Word Representation Language Models (2020) │ pdf │ cs.CL
• When Deep Learning Meets Data Alignment: A Review on Deep Registration Networks (DRNs) (2020) │ pdf │ cs.CV
• Neural Unsupervised Domain Adaptation in NLP—A Survey (2020) │ pdf │ cs.CL
• Contrastive Representation Learning: A Framework and Review (2020) │ pdf │ cs.LG
• Towards Security Threats of Deep Learning Systems: A Survey (2019-2020) │ pdf │ cs.CR
• A survey of embedding models of entities and relationships for knowledge graph completion (2017-2020) │ pdf │ cs.CL
• Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing (2018-2020) │ pdf │ cs.CL
• Deep neural network models for computational histopathology: A survey (2019-2020) │ pdf │ eess.IV
• A Survey of Embedding Space Alignment Methods for Language and Knowledge Graphs (2020) │ pdf │ cs.CL
• Infusing Sequential Information into Conditional Masked Translation Model with Self-Review Mechanism (2020) │ pdf │ cs.CL
• A Comprehensive Overview and Survey of Recent Advances in Meta-Learning (2020) │ pdf │ cs.LG
• A Review of Deep Learning Methods for Irregularly Sampled Medical Time Series Data (2020) │ pdf │ cs.LG
• Vision-based Robotic Grasping From Object Localization, Object Pose Estimation to Grasp Estimation for Parallel Grippers: A Review (2019-2020) │ pdf │ cs.RO
• Abduction and Argumentation for Explainable Machine Learning: A Position Survey (2020) │ pdf │ cs.AI
• A Practical Guide of Off-Policy Evaluation for Bandit Problems (2020) │ pdf │ cs.LG
• A primer on model-guided exploration of fitness landscapes for biological sequence design (2020) │ pdf │ q-bio.QM
• A Survey on Deep Learning-based Non-Invasive Brain Signals:Recent Advances and New Frontiers (2019-2020) │ pdf │ cs.HC
• A Survey on Machine Reading Comprehension: Tasks, Evaluation Metrics and Benchmark Datasets (2020) │ pdf │ cs.CL
• A Survey on Machine Reading Comprehension Systems (2020) │ pdf │ cs.CL
• Counterfactual Explanations for Machine Learning: A Review (2020) │ pdf │ cs.LG
• A Benchmark for Lease Contract Review (2020) │ pdf │ cs.IR
• A Survey of Machine Learning Techniques in Adversarial Image Forensics (2020) │ pdf │ cs.CR
• Interpretable Machine Learning – A Brief History, State-of-the-Art and Challenges (2020) │ pdf │ stat.ML
• Dynamic Ensemble Learning for Credit Scoring: A Comparative Study (2020) │ pdf │ cs.LG
• New Ideas and Trends in Deep Multimodal Content Understanding: A Review (2020) │ pdf │ cs.CV
• A Survey on The Expressive Power of Graph Neural Networks (2020) │ pdf │ cs.LG
• Smart Grid: A Survey of Architectural Elements, Machine Learning and Deep Learning Applications and Future Directions (2020) │ pdf │ cs.AI
• Approaches and Applications of Early Classification of Time Series: A Review (2020) │ pdf │ cs.LG
• Review and Comparison of Commonly Used Activation Functions for Deep Neural Networks (2020) │ pdf │ cs.LG
• An Introduction to Electrocatalyst Design using Machine Learning for Renewable Energy Storage (2020) │ pdf │ cond-mat.mtrl-sci
• Domain Shift in Computer Vision models for MRI data analysis: An Overview (2020) │ pdf │ eess.IV
• Google Crowdsourced Speech Corpora and Related Open-Source Resources for Low-Resource Languages and Dialects: An Overview (2020) │ pdf │ cs.CL
• Credit card fraud detection using machine learning: A survey (2020) │ pdf │ cs.LG
• Assessing the Helpfulness of Review Content for Explaining Recommendations (2020) │ pdf │ cs.IR
• 3D Deep Learning on Medical Images: A Review (2020) │ pdf │ q-bio.QM
• Deep Reinforcement Learning and Transportation Research: A Comprehensive Review (2020) │ pdf │ cs.LG
• Machine learning for the diagnosis of Parkinson’s disease: A systematic review (2020) │ pdf │ cs.LG
• Artificial Intelligence, speech and language processing approaches to monitoring Alzheimer’s Disease: a systematic review (2020) │ pdf │ cs.AI
• Explainable Artificial Intelligence: a Systematic Review (2020) │ pdf │ cs.AI
• Comparative Study of Differentially Private Synthetic Data Algorithms from the NIST PSCR Differential Privacy Synthetic Data Challenge (2019-2020) │ pdf │ stat.AP
• A review of the low-cost eye-tracking systems for 2010-2020 (2020) │ pdf │ cs.AI
• Fitting A Mixture Distribution to Data: Tutorial (2019-2020) │ pdf │ stat.OT
• How to Build a Graph-Based Deep Learning Architecture in Traffic Domain: A Survey (2020) │ pdf │ eess.SP
• A Critical Overview of Privacy-Preserving Approaches for Collaborative Forecasting (2020) │ pdf │ cs.LG
• Discussion of Kallus (2020) and Mo, Qi, and Liu (2020): New Objectives for Policy Learning (2020) │ pdf │ stat.ML
• A Survey On Anti-Spoofing Methods For Face Recognition with RGB Cameras of Generic Consumer Devices (2020) │ pdf │ cs.CV
• Free annotated data for deep learning in microscopy? A hitchhiker’s guide (2020) │ pdf │ eess.IV
• A Comparative Study on Effects of Original and Pseudo Labels for Weakly Supervised Learning for Car Localization Problem (2020) │ pdf │ cs.CV
• Towards ML Engineering: A Brief History Of TensorFlow Extended (TFX) (2020) │ pdf │ cs.SE
• The Short Anthropological Guide to the Study of Ethical AI (2020) │ pdf │ cs.CY
• A Brief Review of Domain Adaptation (2020) │ pdf │ cs.LG
• Deep learning models for predictive maintenance: a survey, comparison, challenges and prospect (2020) │ pdf │ cs.LG
• A Survey on Recognizing Textual Entailment as an NLP Evaluation (2020) │ pdf │ cs.CL
• Federated Learning and Differential Privacy: Software tools analysis, the Sherpa.ai FL framework and methodological guidelines for preserving data privacy (2020) │ pdf │ cs.LG
• Survey for Trust-aware Recommender Systems: A Deep Learning Perspective (2020) │ pdf │ cs.IR
• A Survey of Evaluation Metrics Used for NLG Systems (2020) │ pdf │ cs.CL
• Sentiment Analysis for Roman Urdu Text over Social Media, a Comparative Study (2020) │ pdf │ cs.CL
• Kernel Methods and their derivatives: Concept and perspectives for the Earth system sciences (2020) │ pdf │ cs.LG
• A Survey on Deep Neural Network Compression: Challenges, Overview, and Solutions (2020) │ pdf │ cs.LG
• A Comparative Study of Existing and New Deep Learning Methods for Detecting Knee Injuries using the MRNet Dataset (2020) │ pdf │ eess.IV
• A Review of Vegetation Encroachment Detection in Power Transmission Lines using Optical Sensing Satellite Imagery (2020) │ pdf │ cs.CV
• Fairness in Machine Learning: A Survey (2020) │ pdf │ cs.LG
• Connecting User and Item Perspectives in Popularity Debiasing for Collaborative Recommendation (2020) │ pdf │ cs.IR
• A Survey of Unsupervised Dependency Parsing (2020) │ pdf │ cs.CL
• The Threat of Adversarial Attacks on Machine Learning in Network Security – A Survey (2019-2020) │ pdf │ cs.CR
• Deep Graph Similarity Learning: A Survey (2019-2020) │ pdf │ cs.LG
• Embedded Systems and Computer Vision Techniques utilized in Spray Painting Robots: A Review (2020) │ pdf │ cs.CV
• Syntax Representation in Word Embeddings and Neural Networks – A Survey (2020) │ pdf │ cs.CL
• Which *BERT? A Survey Organizing Contextualized Encoders (2020) │ pdf │ cs.CL
• A Survey of the State of Explainable AI for Natural Language Processing (2020) │ pdf │ cs.CL
• A survey on natural language processing (nlp) and applications in insurance (2020) │ pdf │ stat.ML
• A Survey on Explainability in Machine Reading Comprehension (2020) │ pdf │ cs.CL
• When will the mist clear? On the Interpretability of Machine Learning for Medical Applications: a survey (2020) │ pdf │ cs.AI
• Review and Analysis of Three Components of Differential Evolution Mutation Operator in MOEA/D-DE (2020) │ pdf │ cs.NE
• Medical Imaging and Computational Image Analysis in COVID-19 Diagnosis: A Review (2020) │ pdf │ eess.IV
• Deep Learning Based Computer-Aided Systems for Breast Cancer Imaging : A Critical Review (2020) │ pdf │ eess.IV
• Tackling Online Abuse: A Survey of Automated Abuse Detection Methods (2019-2020) │ pdf │ cs.CL
• More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction (2020) │ pdf │ cs.CL
• Towards Improved Model Design for Authorship Identification: A Survey on Writing Style Understanding (2020) │ pdf │ cs.CL
• Differential Machine Learning (2020) │ pdf │ q-fin.CP
• Cross-lingual Alignment Methods for Multilingual BERT: A Comparative Study (2020) │ pdf │ cs.CL
• Neural Machine Translation: A Review and Survey (2019-2020) │ pdf │ cs.CL
• A Survey on Deep Learning Techniques for Video Anomaly Detection (2020) │ pdf │ cs.CV
• A Survey on Semantic Parsing from the perspective of Compositionality (2020) │ pdf │ cs.CL
• A Comparative Study of Deep Learning Loss Functions for Multi-Label Remote Sensing Image Classification (2020) │ pdf │ cs.CV
• Mobility Management in Emerging Ultra-Dense Cellular Networks: A Survey, Outlook, and Future Research Directions (2020) │ pdf │ cs.NI
• A review of metadata fields associated with podcast RSS feeds (2020) │ pdf │ cs.IR
• A Comprehensive Survey of Machine Learning Applied to Radar Signal Processing (2020) │ pdf │ eess.SP
• A Review of Evolutionary Multi-modal Multi-objective Optimization (2020) │ pdf │ cs.NE
• A Survey on Machine Learning Applied to Dynamic Physical Systems (2020) │ pdf │ cs.LG
• Human-Object Interaction Detection:A Quick Survey and Examination of Methods (2020) │ pdf │ cs.CV
• A Survey on Deep Learning Methods for Semantic Image Segmentation in Real-Time (2020) │ pdf │ cs.CV
• Time Series Forecasting With Deep Learning: A Survey (2020) │ pdf │ stat.ML
• Silent Speech Interfaces for Speech Restoration: A Review (2020) │ pdf │ eess.AS
• Machine Learning in Event-Triggered Control: Recent Advances and Open Issues (2020) │ pdf │ eess.SY
• A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution (2020) │ pdf │ cs.CL
• Deep Echo State Network (DeepESN): A Brief Survey (2017-2020) │ pdf │ cs.LG
• A Comparative Study of Feature Types for Age-Based Text Classification (2020) │ pdf │ cs.CL
• Automatic Extraction of Agriculture Terms from Domain Text: A Survey of Tools and Techniques (2020) │ pdf │ cs.IR
• Artificial neural networks for neuroscientists: A primer (2020) │ pdf │ q-bio.NC
• A Comparative Study on Structural and Semantic Properties of Sentence Embeddings (2020) │ pdf │ cs.CL
• The Use of AI for Thermal Emotion Recognition: A Review of Problems and Limitations in Standard Design and Data (2020) │ pdf │ cs.CV
• Logical foundations for hybrid type-logical grammars (2020) │ pdf │ cs.CL
• Visual Methods for Sign Language Recognition: A Modality-Based Review (2020) │ pdf │ cs.CV
• Stochastic Neighbor Embedding with Gaussian and Student-t Distributions: Tutorial and Survey (2020) │ pdf │ stat.ML
• Survey of explainable machine learning with visual and granular methods beyond quasi-explanations (2020) │ pdf │ cs.LG
• A Dataset of Laryngeal Endoscopic Images with Comparative Study on Convolution Neural Network Based Semantic Segmentation (2018-2020) │ pdf │ cs.CV
• A survey on Kornia: an Open Source Differentiable Computer Vision Library for PyTorch (2020) │ pdf │ cs.CV
• On combinatorial optimization for dominating sets (literature survey, new models) (2020) │ pdf │ cs.DS
• New insights and perspectives on the natural gradient method (2014-2020) │ pdf │ cs.LG
• Knowledge Transfer via Pre-training for Recommendation: A Review and Prospect (2020) │ pdf │ cs.IR
• A Review of Visual Odometry Methods and Its Applications for Autonomous Driving (2020) │ pdf │ cs.CV
• A Review of Single-Source Deep Unsupervised Visual Domain Adaptation (2020) │ pdf │ cs.CV
• Experimental Review of Neural-based approaches for Network Intrusion Management (2020) │ pdf │ cs.NI
• Curriculum Learning for Reinforcement Learning Domains: A Framework and Survey (2020) │ pdf │ cs.LG
• A Multimodal Memes Classification: A Survey and Open Research Issues (2020) │ pdf │ cs.CV
• Defeasible reasoning in Description Logics: an overview on DL^N (2020) │ pdf │ cs.AI
• Multidimensional Scaling, Sammon Mapping, and Isomap: Tutorial and Survey (2020) │ pdf │ stat.ML
• A Survey of Knowledge-based Sequential Decision Making under Uncertainty (2020) │ pdf │ cs.AI
• Aleatoric and Epistemic Uncertainty in Machine Learning: An Introduction to Concepts and Methods (2019-2020) │ pdf │ cs.LG
• Pooling Methods in Deep Neural Networks, a Review (2020) │ pdf │ cs.CV
• Image Based Artificial Intelligence in Wound Assessment: A Systematic Review (2020) │ pdf │ cs.CY
• A Survey and Taxonomy of Distributed Data Mining Research Studies: A Systematic Literature Review (2020) │ pdf │ cs.DC
• A Finitist’s Manifesto: Do we need to Reformulate the Foundations of Mathematics? (2020) │ pdf │ math.LO
• Data fusion strategies for energy efficiency in buildings: Overview, challenges and novel orientations (2020) │ pdf │ cs.CY
• The Creation and Detection of Deepfakes: A Survey (2020) │ pdf │ cs.CV
• A Review of Visual Descriptors and Classification Techniques Used in Leaf Species Identification (2020) │ pdf │ cs.CV
• Explainable Recommendation: A Survey and New Perspectives (2018-2020) │ pdf │ cs.IR
• Predictive Biases in Natural Language Processing Models: A Conceptual Framework and Overview (2019-2020) │ pdf │ cs.CL
• Learning from Very Few Samples: A Survey (2020) │ pdf │ cs.LG
• Explainable Artificial Intelligence for Process Mining: A General Overview and Application of a Novel Local Explanation Approach for Predictive Process Monitoring (2020) │ pdf │ cs.LG
• A Review on Cyber Crimes on the Internet of Things (2020) │ pdf │ cs.CY
• Historical Document Processing: Historical Document Processing: A Survey of Techniques, Tools, and Trends (2020) │ pdf │ cs.CV
• A brief history on Homomorphic learning: A privacy-focused approach to machine learning (2020) │ pdf │ cs.CR
• Multi-Task Learning with Deep Neural Networks: A Survey (2020) │ pdf │ cs.LG
• Plant Diseases recognition on images using Convolutional Neural Networks: A Systematic Review (2020) │ pdf │ cs.CV
• Deep Learning for Image and Point Cloud Fusion in Autonomous Driving: A Review (2020) │ pdf │ cs.CV
• Comparative Study of Language Models on Cross-Domain Data with Model Agnostic Explainability (2020) │ pdf │ cs.CL
• CONDA-PM – A Systematic Review and Framework for Concept Drift Analysis in Process Mining (2020) │ pdf │ cs.LG
• A Review of Privacy-preserving Federated Learning for the Internet-of-Things (2020) │ pdf │ cs.LG
• Adversarial Machine Learning in Image Classification: A Survey Towards the Defender’s Perspective (2020) │ pdf │ cs.CV
• Personalized Review Ranking for Improving Shopper’s Decision Making: A Term Frequency based Approach (2020) │ pdf │ cs.IR
• A Review on Near Duplicate Detection of Images using Computer Vision Techniques (2020) │ pdf │ cs.CV
• Introduction to Medical Image Registration with DeepReg, Between Old and New (2020) │ pdf │ eess.IV
• An elementary introduction to information geometry (2018-2020) │ pdf │ cs.LG
• Suicidal Ideation Detection: A Review of Machine Learning Methods and Applications (2019-2020) │ pdf │ cs.CY
• Adversarial Examples on Object Recognition: A Comprehensive Survey (2020) │ pdf │ cs.CV
• A survey of loss functions for semantic segmentation (2020) │ pdf │ eess.IV
• A Primer on Motion Capture with Deep Learning: Principles, Pitfalls and Perspectives (2020) │ pdf │ cs.CV
• A Short Review on Data Modelling for Vector Fields (2020) │ pdf │ cs.CV
• Latency and Throughput Optimization in Modern Networks: A Comprehensive Survey (2020) │ pdf │ cs.NI
• Wireless for Machine Learning (2020) │ pdf │ eess.SP
• Machine Learning in Generation, Detection, and Mitigation of Cyberattacks in Smart Grid: A Survey (2020) │ pdf │ cs.CR
• Review of Machine-Learning Methods for RNA Secondary Structure Prediction (2020) │ pdf │ q-bio.BM
• A Mathematical Introduction to Generative Adversarial Nets (GAN) (2020) │ pdf │ cs.LG
• Survey of Machine Learning Accelerators (2020) │ pdf │ cs.DC
• Should I Raise The Red Flag? A comprehensive survey of anomaly scoring methods toward mitigating false alarms (2019-2020) │ pdf │ cs.LG
• Quantitative Survey of the State of the Art in Sign Language Recognition (2020) │ pdf │ cs.CV
• Short-term Traffic Prediction with Deep Neural Networks: A Survey (2020) │ pdf │ cs.LG
• The Deep Learning Compiler: A Comprehensive Survey (2020) │ pdf │ cs.DC
• A survey on applications of augmented, mixed and virtual reality for nature and environment (2020) │ pdf │ cs.HC
• Semi-supervised Learning with the EM Algorithm: A Comparative Study between Unstructured and Structured Prediction (2020) │ pdf │ cs.LG
• Automatic Speech Summarisation: A Scoping Review (2020) │ pdf │ cs.CL
• 70 years of machine learning in geoscience in review (2020) │ pdf │ physics.geo-ph
• Detection of Genuine and Posed Facial Expressions of Emotion: A Review (2020) │ pdf │ cs.CV
• A Survey and Tutorial of EEG-Based Brain Monitoring for Driver State Analysis (2020) │ pdf │ eess.SP
• Towards Guidelines for Assessing Qualities of Machine Learning Systems (2020) │ pdf │ cs.SE
• Tandem Assessment of Spoofing Countermeasures and Automatic Speaker Verification: Fundamentals (2020) │ pdf │ eess.AS
• A Survey on Text Simplification (2020) │ pdf │ cs.CL
• Automated Machine Learning – a brief review at the end of the early years (2020) │ pdf │ cs.LG
• Handling of uncertainty in medical data using machine learning and probability theory techniques: A review of 30 years (1991-2020) (2020) │ pdf │ cs.AI
• Detecting and Classifying Malevolent Dialogue Responses: Taxonomy, Data and Methodology (2020) │ pdf │ cs.CL
• A Practical Introduction to Bayesian Estimation of Causal Effects: Parametric and Nonparametric Approaches (2020) │ pdf │ stat.ME
• Fluorescence fluctuations-based super-resolution microscopy techniques: an experimental comparative study (2020) │ pdf │ eess.IV
• Review Regularized Neural Collaborative Filtering (2020) │ pdf │ cs.IR
• A summary of the prevalence of Genetic Algorithms in Bioinformatics from 2015 onwards (2020) │ pdf │ cs.NE
• A comparative study of similarity-based and GNN-based link prediction approaches (2020) │ pdf │ cs.SI
• Towards Robust Neural Vocoding for Speech Generation: A Survey (2019-2020) │ pdf │ cs.SD
• An Overview of Deep Learning Architectures in Few-Shot Learning Domain (2020) │ pdf │ cs.CV
• Machine Learning for Quantum Matter (2020) │ pdf │ physics.comp-ph
• A review of machine learning applications in wildfire science and management (2020) │ pdf │ cs.LG
• A Tutorial on Distance Metric Learning: Mathematical Foundations, Algorithms, Experimental Analysis, Prospects and Challenges (with Appendices on Mathematical Background and Detailed Algorithms Explanation) (2018-2020) │ pdf │ cs.LG
• Comparative study of variational quantum circuit and quantum backpropagation multilayer perceptron for COVID-19 outbreak predictions (2020) │ pdf │ quant-ph
• Machine Learning for Reliability Engineering and Safety Applications: Review of Current Status and Future Opportunities (2020) │ pdf │ cs.LG
• Intelligence Primer (2020) │ pdf │ cs.AI
• Privacy-preserving feature selection: A survey and proposing a new set of protocols (2020) │ pdf │ cs.CR
• A Survey of Active Learning for Text Classification using Deep Neural Networks (2020) │ pdf │ cs.CL
• A Survey of Deep Learning for Data Caching in Edge Network (2020) │ pdf │ cs.NI
• Personality in Healthcare Human Robot Interaction (H-HRI): A Literature Review and Brief Critique (2020) │ pdf │ cs.CY
• Search-Based Software Engineering for Self-Adaptive Systems: Survey, Disappointments, Suggestions and Opportunities (2020) │ pdf │ cs.SE
• A Survey of Single-Scene Video Anomaly Detection (2020) │ pdf │ cs.CV
• Survey of XAI in digital pathology (2020) │ pdf │ cs.CV
• A Survey on Knowledge integration techniques with Artificial Neural Networks for seq-2-seq/time series models (2020) │ pdf │ cs.LG
• Metrics for Multi-Class Classification: an Overview (2020) │ pdf │ stat.ML
• Revealing the Hidden Patterns: A Comparative Study on Profiling Subpopulations of MOOC Students (2020) │ pdf │ cs.HC
• Metaheuristics for the operating theater planning and scheduling: A systematic review (2020) │ pdf │ cs.AI
• Common Metrics to Benchmark Human-Machine Teams (HMT): A Review (2020) │ pdf │ cs.CY
• A Survey on Explainable Artificial Intelligence (XAI): Towards Medical XAI (2019-2020) │ pdf │ cs.LG
• Clinical Concept Extraction: a Methodology Review (2019-2020) │ pdf │ cs.IR
• A Survey and Insights on Deployments of the Connected and Autonomous Vehicles in US (2020) │ pdf │ cs.CY
• SemEval-2020 Task 9: Overview of Sentiment Analysis of Code-Mixed Tweets (2020) │ pdf │ cs.CL
• DQI: A Guide to Benchmark Evaluation (2020) │ pdf │ cs.CL
• A Survey on Large-scale Machine Learning (2020) │ pdf │ cs.LG
• Scientific Paper Recommendation: A Survey (2020) │ pdf │ cs.IR
• Random Walks: A Review of Algorithms and Applications (2020) │ pdf │ cs.SI
• Big Networks: A Survey (2020) │ pdf │ cs.SI
• A Review on Deep Learning Techniques for the Diagnosis of Novel Coronavirus (COVID-19) (2020) │ pdf │ eess.IV
• Event-based Vision: A Survey (2019-2020) │ pdf │ cs.CV
• Description and Discussion on DCASE2020 Challenge Task2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring (2020) │ pdf │ eess.AS
• DeepHealth: Review and challenges of artificial intelligence in health informatics (2019-2020) │ pdf │ cs.LG
• Recent Advances and New Guidelines on Hyperspectral and Multispectral Image Fusion (2020) │ pdf │ eess.IV
• Distributed Linguistic Representations in Decision Making: Taxonomy, Key Elements and Applications, and Challenges in Data Science and Explainable Artificial Intelligence (2020) │ pdf │ cs.AI
• Review of Swarm Intelligence-based Feature Selection Methods (2020) │ pdf │ cs.LG
• Review of Machine Learning Algorithms for Brain Stroke Diagnosis and Prognosis by EEG Analysis (2020) │ pdf │ eess.SP
• Guidelines for creating man-machine multimodal interfaces (2019-2020) │ pdf │ cs.CL
• A survey on domain adaptation theory: learning bounds and theoretical guarantees (2020) │ pdf │ cs.LG
• Deep Learning based HEp-2 Image Classification: A Comprehensive Review (2019-2020) │ pdf │ cs.CV
• Introductory review to quantum information retrieval (2020) │ pdf │ cs.IR
• Localized Spectral Graph Filter Frames: A Unifying Framework, Survey of Design Considerations, and Numerical Comparison (Extended Cut) (2020) │ pdf │ eess.SP
• Event Prediction in the Big Data Era: A Systematic Survey (2020) │ pdf │ cs.AI
• Artificial Intelligence-Assisted Energy and Thermal Comfort Control for Sustainable Buildings: An Extended Representation of the Systematic Review (2020) │ pdf │ eess.SP
• A Survey of Orthographic Information in Machine Translation (2020) │ pdf │ cs.CL
• A User Guide to Low-Pass Graph Signal Processing and its Applications (2020) │ pdf │ eess.SP
• A Survey on the Use of AI and ML for Fighting the COVID-19 Pandemic (2020) │ pdf │ cs.LG
• A Survey on the Evolution of Stream Processing Systems (2020) │ pdf │ cs.DC
• Deep Learning on Image Denoising: An overview (2019-2020) │ pdf │ eess.IV
• Backdoor Attacks and Countermeasures on Deep Learning: A Comprehensive Review (2020) │ pdf │ cs.CR
• Vision and Inertial Sensing Fusion for Human Action Recognition : A Review (2020) │ pdf │ cs.HC
• An Overview of Neural Network Compression (2020) │ pdf │ cs.LG
• Deep Face Recognition: A Survey (2018-2020) │ pdf │ cs.CV
• A Comparative study of Artificial Neural Networks Using Reinforcement learning and Multidimensional Bayesian Classification Using Parzen Density Estimation for Identification of GC-EIMS Spectra of Partially Methylated Alditol Acetates (2020) │ pdf │ eess.SP
• Graph signal processing for machine learning: A review and new perspectives (2020) │ pdf │ cs.LG
• Learning what they think vs. learning what they do: The micro-foundations of vicarious learning (2020) │ pdf │ econ.TH
• Differentiable Rendering: A Survey (2020) │ pdf │ cs.CV
• Identification of 1H-NMR Spectra of Xyloglucan Oligosaccharides: A Comparative Study of Artificial Neural Networks and Bayesian Classification Using Nonparametric Density Estimation (2020) │ pdf │ q-bio.BM
• Improvability Through Semi-Supervised Learning: A Survey of Theoretical Results (2019-2020) │ pdf │ cs.LG
• Learning from Few Samples: A Survey (2020) │ pdf │ cs.CV
• Learning from Data to Speed-up Sorted Table Search Procedures: Methodology and Practical Guidelines (2020) │ pdf │ cs.LG
• Swarm Intelligence for Next-Generation Wireless Networks: Recent Advances and Applications (2020) │ pdf │ cs.NI
• A Comprehensive Review of Skeleton-based Movement Assessment Methods (2020) │ pdf │ cs.CV
• Integrating Machine Learning for Planetary Science: Perspectives for the Next Decade (2020) │ pdf │ astro-ph.IM
• Feature Extraction for Hyperspectral Imagery: The Evolution from Shallow to Deep (Overview and Toolbox) (2020) │ pdf │ cs.CV
• Supervised Machine Learning Techniques: An Overview with Applications to Banking (2020) │ pdf │ q-fin.GN
• A Review on the State of the Art in Non Contact Sensing for COVID-19 (2020) │ pdf │ cs.CY
• Automated Detection and Forecasting of COVID-19 using Deep Learning Techniques: A Review (2020) │ pdf │ cs.LG
• A Review on Computational Intelligence Techniques in Cloud and Edge Computing (2020) │ pdf │ cs.DC
• Beyond the Worst-Case Analysis of Algorithms (Introduction) (2020) │ pdf │ cs.DS
• A Survey on Complex Question Answering over Knowledge Base: Recent Advances and Challenges (2020) │ pdf │ cs.CL
• Do recommender systems function in the health domain: a system review (2020) │ pdf │ cs.IR
• A Comparative Study of AI-based Intrusion Detection Techniques in Critical Infrastructures (2020) │ pdf │ cs.NI
• Controlling Privacy Loss in Survey Sampling (Working Paper) (2020) │ pdf │ stat.ME
• A Survey on Graph Neural Networks for Knowledge Graph Completion (2020) │ pdf │ cs.CL
• Deep Learning-based Vehicle Behaviour Prediction For Autonomous Driving Applications: A Review (2019-2020) │ pdf │ cs.CV
• A Survey of Code-switched Speech and Language Processing (2019-2020) │ pdf │ cs.CL
• Complex Sequential Data Analysis: A Systematic Literature Review of Existing Algorithms (2020) │ pdf │ cs.LG
• Deep Learning for Vision-based Prediction: A Survey (2020) │ pdf │ cs.CV
• Short-term forecasting COVID-19 cumulative confirmed cases: Perspectives for Brazil (2020) │ pdf │ q-bio.PE
• SoK: The Faults in our ASRs: An Overview of Attacks against Automatic Speech Recognition and Speaker Identification Systems (2020) │ pdf │ cs.CR
• Conformance checking: A state-of-the-art literature review (2020) │ pdf │ cs.SE
• An Overview of Natural Language State Representation for Reinforcement Learning (2020) │ pdf │ cs.CL
• Survey on Deep Learning-based Kuzushiji Recognition (2020) │ pdf │ cs.CV
• Meta-learning for Few-shot Natural Language Processing: A Survey (2020) │ pdf │ cs.CL
• Feature-level Rating System using Customer Reviews and Review Votes (2020) │ pdf │ cs.CL
• AI Failures: A Review of Underlying Issues (2020) │ pdf │ cs.CY
• A Systematic Survey on Deep Generative Models for Graph Generation (2020) │ pdf │ cs.LG
• A Survey of Fake News: Fundamental Theories, Detection Methods, and Opportunities (2018-2020) │ pdf │ cs.CL
• A Review of Meta-level Learning in the Context of Multi-component, Multi-level Evolving Prediction Systems (2020) │ pdf │ cs.LG
• Mixing Real and Synthetic Data to Enhance Neural Network Training – A Review of Current Approaches (2020) │ pdf │ cs.CV
• Data Stream Clustering: A Review (2020) │ pdf │ cs.LG
• A review: Deep learning for medical image segmentation using multi-modality fusion (2020) │ pdf │ eess.IV
• A Survey on Computational Propaganda Detection (2020) │ pdf │ cs.CL
• Overview of CheckThat! 2020: Automatic Identification and Verification of Claims in Social Media (2020) │ pdf │ cs.CL
• Facial Recognition: A cross-national Survey on Public Acceptance, Privacy, and Discrimination (2020) │ pdf │ cs.CY
• A Tutorial on Thompson Sampling (2017-2020) │ pdf │ cs.LG
• Adversarial Attack and Defense on Graph Data: A Survey (2018-2020) │ pdf │ cs.CR
• Questionnaire analysis to define the most suitable survey for port-noise investigation (2020) │ pdf │ cs.CL
• Recommender Systems for the Internet of Things: A Survey (2020) │ pdf │ cs.IR
• Revisiting Fundamentals of Experience Replay (2020) │ pdf │ cs.LG
• A comparative study of forecasting Corporate Credit Ratings using Neural Networks, Support Vector Machines, and Decision Trees (2020) │ pdf │ q-fin.RM
• Learning Combinatorial Optimization on Graphs: A Survey with Applications to Networking (2020) │ pdf │ cs.LG
• Measurement Error in Nutritional Epidemiology: A Survey (2020) │ pdf │ stat.ME
• A Comparative Study on Polyp Classification using Convolutional Neural Networks (2020) │ pdf │ cs.CV
• Stance Detection in Web and Social Media: A Comparative Study (2020) │ pdf │ cs.CL
• A Survey on Sensor Technologies for Unmanned Ground Vehicles (2020) │ pdf │ cs.CV
• Applying recent advances in Visual Question Answering to Record Linkage (2020) │ pdf │ cs.LG
• A Tutorial on Graph Theory for Brain Signal Analysis (2020) │ pdf │ q-bio.NC
• Batch-level Experience Replay with Review for Continual Learning (2020) │ pdf │ cs.LG
• A Survey on Autonomous Vehicle Control in the Era of Mixed-Autonomy: From Physics-Based to AI-Guided Driving Policy Learning (2020) │ pdf │ cs.AI
• A Systematic Review on Context-Aware Recommender Systems using Deep Learning and Embeddings (2020) │ pdf │ cs.IR
• The FMRIB Variational Bayesian Inference Tutorial II: Stochastic Variational Bayes (2020) │ pdf │ stat.ME
• Comparative Study and Optimization of Feature-Extraction Techniques for Content based Image Retrieval (2012-2020) │ pdf │ cs.CV
• A Survey of Quantum Theory Inspired Approaches to Information Retrieval (2020) │ pdf │ cs.IR
• A Quick Review on Recent Trends in 3D Point Cloud Data Compression Techniques and the Challenges of Direct Processing in 3D Compressed Domain (2020) │ pdf │ cs.CV
• A Survey of Real-Time Social-Based Traffic Detection (2020) │ pdf │ cs.SI
• Intelligent Reflecting Surface Aided Wireless Communications: A Tutorial (2020) │ pdf │ cs.IT
• An Overview of Deep Semi-Supervised Learning (2020) │ pdf │ cs.LG
• Introduction to Behavior Algorithms for Fighting Games (2020) │ pdf │ cs.AI
• Autonomous Driving with Deep Learning: A Survey of State-of-Art Technologies (2020) │ pdf │ cs.CV
• Transfer Learning for EEG-Based Brain-Computer Interfaces: A Review of Progress Made Since 2016 (2020) │ pdf │ cs.HC
• Opportunities and Challenges in Deep Learning Adversarial Robustness: A Survey (2020) │ pdf │ cs.LG
• Deep learning for scene recognition from visual data: a survey (2020) │ pdf │ cs.CV
• Ensemble Regression Models for Software Development Effort Estimation: A Comparative Study (2020) │ pdf │ cs.SE
• Monocular Depth Estimation Based On Deep Learning: An Overview (2020) │ pdf │ cs.CV
• The Global Landscape of Neural Networks: An Overview (2020) │ pdf │ cs.LG
• A Brief Review of Deep Multi-task Learning and Auxiliary Task Learning (2020) │ pdf │ cs.LG
• A Survey on Self-supervised Pre-training for Sequential Transfer Learning in Neural Networks (2020) │ pdf │ cs.LG
• Benchmarking for Metaheuristic Black-Box Optimization: Perspectives and Open Challenges (2020) │ pdf │ cs.NE
• Non-IID Recommender Systems: A Review and Framework of Recommendation Paradigm Shifting (2020) │ pdf │ cs.IR
• The computerization of archaeology: survey on AI techniques (2020) │ pdf │ cs.AI
• Text Detection and Recognition in the Wild: A Review (2020) │ pdf │ cs.CV
• A Tutorial on VAEs: From Bayes’ Rule to Lossless Compression (2020) │ pdf │ cs.LG
• Boosting Deep Neural Networks with Geometrical Prior Knowledge: A Survey (2020) │ pdf │ cs.CV
• Overview of Gaussian process based multi-fidelity techniques with variable relationship between fidelities (2020) │ pdf │ cs.LG
• Classification of cancer pathology reports: a large-scale comparative study (2020) │ pdf │ cs.LG
• A Survey on Deep Learning for Localization and Mapping: Towards the Age of Spatial Machine Intelligence (2020) │ pdf │ cs.CV
• GLYFE: Review and Benchmark of Personalized Glucose Predictive Models in Type-1 Diabetes (2020) │ pdf │ eess.SP
• A Survey on Instance Segmentation: State of the art (2020) │ pdf │ cs.CV
• Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation (2019-2020) │ pdf │ cs.CV
• Survey on Evaluation Methods for Dialogue Systems (2019-2020) │ pdf │ cs.CL
• A Recent Survey on the Applications of Genetic Programming in Image Processing (2019-2020) │ pdf │ cs.CV
• Benchmark and Best Practices for Biomedical Knowledge Graph Embeddings (2020) │ pdf │ cs.AI
• Machine learning-based clinical prediction modeling – A practical guide for clinicians (2020) │ pdf │ stat.ML
• A Comprehensive Survey on Transfer Learning (2019-2020) │ pdf │ cs.LG
• Neural relation extraction: a survey (2020) │ pdf │ cs.CL
• Recent Advances and Challenges in Task-oriented Dialog System (2020) │ pdf │ cs.CL
• Deep Learning for 3D Point Clouds: A Survey (2019-2020) │ pdf │ cs.CV
• Opportunities and Challenges in Explainable Artificial Intelligence (XAI): A Survey (2020) │ pdf │ cs.CV
• Classification with Quantum Machine Learning: A Survey (2020) │ pdf │ quant-ph
• Bayesian Neural Networks: An Introduction and Survey (2020) │ pdf │ stat.ML
• A Primer on Zeroth-Order Optimization in Signal Processing and Machine Learning (2020) │ pdf │ cs.LG
• Representing Attitudes Towards Ambiguity in Hilbert Space: Foundations and Applications (2019-2020) │ pdf │ cs.AI
• Foundations of Structural Statistics: Topological Statistical Theory (2019-2020) │ pdf │ math.ST
• A survey of face recognition techniques under occlusion (2020) │ pdf │ cs.CV
• A Survey of Syntactic-Semantic Parsing Based on Constituent and Dependency Structures (2020) │ pdf │ cs.CL
• DeepFakes and Beyond: A Survey of Face Manipulation and Fake Detection (2020) │ pdf │ cs.CV
• A Review of 1D Convolutional Neural Networks toward Unknown Substance Identification in Portable Raman Spectrometer (2020) │ pdf │ eess.SP
• Computer Vision with Deep Learning for Plant Phenotyping in Agriculture: A Survey (2020) │ pdf │ cs.CV
• A Comprehensive Review for Breast Histopathology Image Analysis Using Classical and Deep Neural Networks (2020) │ pdf │ eess.IV
• The Collective Knowledge project: making ML models more portable and reproducible with open APIs, reusable best practices and MLOps (2020) │ pdf │ cs.LG
• A Comprehensive Review of Deep Learning Applications in Hydrology and Water Resources (2020) │ pdf │ physics.geo-ph
• Introduction to Machine Learning for Accelerator Physics (2020) │ pdf │ physics.acc-ph
• Exploiting Review Neighbors for Contextualized Helpfulness Prediction (2020) │ pdf │ cs.CL
• Artificial Musical Intelligence: A Survey (2020) │ pdf │ cs.SD
• Foreground-Background Imbalance Problem in Deep Object Detectors: A Review (2020) │ pdf │ cs.CV
• A systematic review and taxonomy of explanations in decision support and recommender systems (2020) │ pdf │ cs.AI
• Symbolic Logic meets Machine Learning: A Brief Survey in Infinite Domains (2020) │ pdf │ cs.AI
• Community detection in node-attributed social networks: a survey (2019-2020) │ pdf │ cs.SI
• A Gentle Introduction to Deep Learning for Graphs (2019-2020) │ pdf │ cs.LG
• Survey on Deep Multi-modal Data Analytics: Collaboration, Rivalry and Fusion (2020) │ pdf │ cs.CV
• A Survey of Model Compression and Acceleration for Deep Neural Networks (2017-2020) │ pdf │ cs.LG
• Adversarial Attacks and Defense on Texts: A Survey (2020) │ pdf │ cs.CL
• Balancing a CartPole System with Reinforcement Learning – A Tutorial (2020) │ pdf │ cs.RO
• Low-resource Languages: A Review of Past Work and Future Challenges (2020) │ pdf │ cs.CL
• Towards Robust Pattern Recognition: A Review (2020) │ pdf │ cs.CV
• A Quantitative History of A.I. Research in the United States and China (2020) │ pdf │ cs.DL
• Recent Advances in 3D Object and Hand Pose Estimation (2020) │ pdf │ cs.CV
• A systematic review on the role of artificial intelligence in sonographic diagnosis of thyroid cancer: Past, present and future (2020) │ pdf │ eess.IV
• A survey on deep hashing for image retrieval (2020) │ pdf │ cs.CV
• Deep Learning for Change Detection in Remote Sensing Images: Comprehensive Review and Meta-Analysis (2020) │ pdf │ cs.CV
• Machine Learning and Control Theory (2020) │ pdf │ cs.LG
• Deep Learning Based Single Sample Per Person Face Recognition: A Survey (2020) │ pdf │ cs.CV
• A Survey on Generative Adversarial Networks: Variants, Applications, and Training (2020) │ pdf │ cs.CV
• An Algorithmic Introduction to Clustering (2020) │ pdf │ cs.LG
• A Comparative Study of U-Net Topologies for Background Removal in Histopathology Images (2020) │ pdf │ eess.IV
• Validating psychometric survey responses (2020) │ pdf │ cs.HC
• A Comprehensive Survey on Aspect Based Sentiment Analysis (2020) │ pdf │ cs.CL
• Understanding Graph Neural Networks from Graph Signal Denoising Perspectives (2020) │ pdf │ cs.LG
• Finger Texture Biometric Characteristic: a Survey (2020) │ pdf │ cs.CV
• Machine learning and AI-based approaches for bioactive ligand discovery and GPCR-ligand recognition (2020) │ pdf │ q-bio.BM
• Normalizing Flows: An Introduction and Review of Current Methods (2019-2020) │ pdf │ stat.ML
• Generating Artificial Outliers in the Absence of Genuine Ones – a Survey (2020) │ pdf │ cs.LG
• Sentiment Analysis Based on Deep Learning: A Comparative Study (2020) │ pdf │ cs.CL
• A Taxonomy of Network Threats and the Effect of Current Datasets on Intrusion Detection Systems (2018-2020) │ pdf │ cs.CR
• A Data Scientist’s Guide to Streamflow Prediction (2020) │ pdf │ physics.ao-ph
• Deep Semantic Segmentation of Natural and Medical Images: A Review (2019-2020) │ pdf │ cs.CV
• AI and Accessibility: A Discussion of Ethical Considerations (2019-2020) │ pdf │ cs.CY
• Behavior Trees in Robotics and AI: An Introduction (2017-2020) │ pdf │ cs.RO
• Machine Learning Approaches For Motor Learning: A Short Review (2020) │ pdf │ cs.LG
• A review of smartphones based indoor positioning: challenges and applications (2020) │ pdf │ eess.SP
• An Informal Introduction to Multiplet Neural Networks (2020) │ pdf │ cs.LG
• Monocular Human Pose Estimation: A Survey of Deep Learning-based Methods (2020) │ pdf │ cs.CV
• Adversary-resilient Distributed and Decentralized Statistical Inference and Machine Learning: An Overview of Recent Advances Under the Byzantine Threat Model (2019-2020) │ pdf │ stat.ML
• A Survey of Neural Networks and Formal Languages (2020) │ pdf │ cs.CL
• A comparative study of 2D image segmentation algorithms for traumatic brain lesions using CT data from the ProTECTIII multicenter clinical trial (2020) │ pdf │ eess.IV
• A Survey on Deep Learning Techniques for Stereo-based Depth Estimation (2020) │ pdf │ cs.CV
• Convolutional Neural Networks for Classification of Alzheimer’s Disease: Overview and Reproducible Evaluation (2019-2020) │ pdf │ cs.LG
• A Survey on Transfer Learning in Natural Language Processing (2020) │ pdf │ cs.CL
• Review on Computer Vision in Gastric Cancer: Potential Efficient Tools for Diagnosis (2020) │ pdf │ eess.IV
• A Survey of Safety and Trustworthiness of Deep Neural Networks: Verification, Testing, Adversarial Attack and Defence, and Interpretability (2018-2020) │ pdf │ cs.LG
• A Review on End-To-End Methods for Brain Tumor Segmentation and Overall Survival Prediction (2020) │ pdf │ eess.IV
• Overview of Scanner Invariant Representations (2020) │ pdf │ q-bio.QM
• A frame semantics based approach to comparative study of digitized corpus (2020) │ pdf │ cs.CL
• Orchestrating the Development Lifecycle of Machine Learning-Based IoT Applications: A Taxonomy and Survey (2019-2020) │ pdf │ cs.DC
• A Comparative Study of Lexical Substitution Approaches based on Neural Language Models (2020) │ pdf │ cs.CL
• Beyond Leaderboards: A survey of methods for revealing weaknesses in Natural Language Inference data and models (2020) │ pdf │ cs.CL
• Artificial Neural Network Based Breast Cancer Screening: A Comprehensive Review (2020) │ pdf │ eess.IV
• Language (Technology) is Power: A Critical Survey of “Bias” in NLP (2020) │ pdf │ cs.CL
• A literature survey of matrix methods for data science (2019-2020) │ pdf │ math.NA
• Evolution of Image Segmentation using Deep Convolutional Neural Network: A Survey (2020) │ pdf │ cs.CV
• Automatic Curriculum Learning For Deep RL: A Short Survey (2020) │ pdf │ cs.LG
• Overview: Computer vision and machine learning for microstructural characterization and analysis (2020) │ pdf │ cs.CV
• Text-based Question Answering from Information Retrieval and Deep Neural Network Perspectives: A Survey (2020) │ pdf │ cs.IR
• A Comparative Study of Machine Learning Models for Tabular Data Through Challenge of Monitoring Parkinson’s Disease Progression Using Voice Recordings (2020) │ pdf │ eess.AS
• Anytime Behavior of Inexact TSP Solvers and Perspectives for Automated Algorithm Selection (2020) │ pdf │ cs.AI
• Generative Adversarial Networks (GANs): An Overview of Theoretical Model, Evaluation Metrics, and Recent Developments (2020) │ pdf │ cs.CV
• A Comprehensive Survey on Outlying Aspect Mining Methods (2020) │ pdf │ cs.LG
• Revisiting SGD with Increasingly Weighted Averaging: Optimization and Generalization Perspectives (2020) │ pdf │ cs.LG
• Review of Mathematical frameworks for Fairness in Machine Learning (2020) │ pdf │ stat.ML
• Survey: Machine Learning in Production Rendering (2020) │ pdf │ cs.GR
• Deep Learning for Insider Threat Detection: Review, Challenges and Opportunities (2020) │ pdf │ cs.CR
• How Useful are Reviews for Recommendation? A Critical Review and Potential Improvements (2020) │ pdf │ cs.IR
• When Autonomous Systems Meet Accuracy and Transferability through AI: A Survey (2020) │ pdf │ cs.LG
• Data Mining with Big Data in Intrusion Detection Systems: A Systematic Literature Review (2020) │ pdf │ cs.CR
• The Discussion Tracker Corpus of Collaborative Argumentation (2020) │ pdf │ cs.CL
• Comparative Study of Machine Learning Models and BERT on SQuAD (2020) │ pdf │ cs.CL
• An Introduction to Neural Architecture Search for Convolutional Networks (2020) │ pdf │ cs.LG
• A Concise Review of Recent Few-shot Meta-learning Methods (2020) │ pdf │ cs.LG
• Unsupervised Domain Adaptation in Semantic Segmentation: a Review (2020) │ pdf │ cs.CV
• Text Classification Algorithms: A Survey (2019-2020) │ pdf │ cs.LG
• Fine-grained Financial Opinion Mining: A Survey and Research Agenda (2020) │ pdf │ cs.CL
• Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review (2020) │ pdf │ cs.CV
• From Videos to URLs: A Multi-Browser Guide To Extract User’s Behavior with Optical Character Recognition (2018-2020) │ pdf │ cs.CV
• Improving Deep Learning Models via Constraint-Based Domain Knowledge: a Brief Survey (2020) │ pdf │ cs.LG
• A Survey of Reinforcement Learning Algorithms for Dynamically Varying Environments (2020) │ pdf │ cs.LG
• Regularization Methods for Generative Adversarial Networks: An Overview of Recent Studies (2020) │ pdf │ eess.IV
• Is Spiking Secure? A Comparative Study on the Security Vulnerabilities of Spiking and Deep Neural Networks (2019-2020) │ pdf │ cs.LG
• An Overview of Privacy in Machine Learning (2020) │ pdf │ cs.LG
• Survey on Visual Sentiment Analysis (2020) │ pdf │ cs.CV
• Learning from positive and unlabeled data: a survey (2018-2020) │ pdf │ cs.LG
• PredNet and Predictive Coding: A Critical Review (2019-2020) │ pdf │ cs.CV
• How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence (2020) │ pdf │ cs.CL
• Forecasting Solar Activity with Two Computational Intelligence Models (A Comparative Study) (2020) │ pdf │ cs.NE
• A Survey on Unknown Presentation Attack Detection for Fingerprint (2020) │ pdf │ cs.CV
• Julia Language in Machine Learning: Algorithms, Applications, and Open Issues (2020) │ pdf │ cs.LG
• Universal Adversarial Perturbations: A Survey (2020) │ pdf │ cs.CV
• Visual Relationship Detection using Scene Graphs: A Survey (2020) │ pdf │ cs.CV
• RTSeg: Real-time Semantic Segmentation Comparative Study (2018-2020) │ pdf │ cs.CV
• Conformal Prediction: a Unified Review of Theory and New Challenges (2020) │ pdf │ cs.LG
• On Deep Speech Packet Loss Concealment: A Mini-Survey (2020) │ pdf │ eess.AS
• Recent Advances in SQL Query Generation: A Survey (2020) │ pdf │ cs.CL
• A Survey on Temporal Reasoning for Temporal Information Extraction from Text (Extended Abstract) (2020) │ pdf │ cs.CL
• Statistical Queries and Statistical Algorithms: Foundations and Applications (2020) │ pdf │ cs.LG
• A Survey on Knowledge Graph Embeddings with Literals: Which model links better Literal-ly? (2019-2020) │ pdf │ cs.AI
• A Survey of Behavior Trees in Robotics and AI (2020) │ pdf │ cs.RO
• Explainable Reinforcement Learning: A Survey (2020) │ pdf │ cs.LG
• Solving high-dimensional Hamilton-Jacobi-Bellman PDEs using neural networks: perspectives from the theory of controlled diffusions and measures on path space (2020) │ pdf │ math.OC
• A Survey on Patch-based Synthesis: GPU Implementation and Optimization (2020) │ pdf │ cs.GR
• System-Level Predictive Maintenance: Review of Research Literature and Gap Analysis (2020) │ pdf │ cs.AI
• Towards Utilizing Unlabeled Data in Federated Learning: A Survey and Prospective (2020) │ pdf │ cs.LG
• A review of radar-based nowcasting of precipitation and applicable machine learning techniques (2020) │ pdf │ physics.ao-ph
• Sensor-based Continuous Authentication of Smartphones’ Users Using Behavioral Biometrics: A Contemporary Survey (2020) │ pdf │ cs.CR
• A Survey of the Recent Architectures of Deep Convolutional Neural Networks (2019-2020) │ pdf │ cs.CV
• A Survey on Deep Learning for Neuroimaging-based Brain Disorder Analysis (2020) │ pdf │ eess.IV
• Neural networks for option pricing and hedging: a literature review (2019-2020) │ pdf │ q-fin.CP
• Advances in Quantum Deep Learning: An Overview (2020) │ pdf │ quant-ph
• Pruning Algorithms to Accelerate Convolutional Neural Networks for Edge Applications: A Survey (2020) │ pdf │ cs.LG
• A Review of Computer Vision Methods in Network Security (2020) │ pdf │ cs.NI
• Encoding in the Dark Grand Challenge: An Overview (2020) │ pdf │ eess.IV
• Generative Adversarial Networks in Digital Pathology: A Survey on Trends and Future Potential (2020) │ pdf │ eess.IV
• What comprises a good talking-head video generation?: A Survey and Benchmark (2020) │ pdf │ cs.CV
• Mathematical foundations of stable RKHSs (2020) │ pdf │ cs.LG
• A new Taxonomy of Continuous Global Optimization Algorithms (2018-2020) │ pdf │ cs.NE
• A detailed comparative study of open source deep learning frameworks (2019-2020) │ pdf │ cs.LG
• Computer Vision For COVID-19 Control: A Survey (2020) │ pdf │ eess.IV
• A Survey of Learning Causality with Data: Problems and Methods (2018-2020) │ pdf │ cs.AI
• Spiking Neural Networks Hardware Implementations and Challenges: a Survey (2020) │ pdf │ cs.NE
• General Defocusing Particle Tracking: fundamentals and uncertainty assessment (2019-2020) │ pdf │ physics.flu-dyn
• NLP in FinTech Applications: Past, Present and Future (2020) │ pdf │ cs.CL
• Deep Reinforcement Learning for Intelligent Transportation Systems: A Survey (2020) │ pdf │ cs.LG
• A Comprehensive Survey of Grammar Error Correction (2020) │ pdf │ cs.CL
• Practical Perspectives on Quality Estimation for Machine Translation (2020) │ pdf │ cs.CL
• Text and Causal Inference: A Review of Using Text to Remove Confounding from Causal Estimates (2020) │ pdf │ cs.CL
• Rejoinder for the discussion of the paper “A novel algorithmic approach to Bayesian Logic Regression” (2020) │ pdf │ stat.ME
• It is Time for New Perspectives on How to Fight Bloat in GP (2020) │ pdf │ cs.NE
• Automatic Discourse Segmentation: Review and Perspectives (2020) │ pdf │ cs.IR
• Opportunities and Challenges of Deep Learning Methods for Electrocardiogram Data: A Systematic Review (2019-2020) │ pdf │ eess.SP
• A Primer on Private Statistics (2020) │ pdf │ stat.ML
• Survey on Reliable Deep Learning-Based Person Re-Identification Models: Are We There Yet? (2020) │ pdf │ cs.CV
• Heterogeneous Representation Learning: A Review (2020) │ pdf │ cs.LG
• A Comprehensive Review of Shepherding as a Bio-inspired Swarm-Robotics Guidance Approach (2019-2020) │ pdf │ cs.RO
• k-Nearest Neighbour Classifiers: 2nd Edition (with Python examples) (2020) │ pdf │ cs.LG
• Privacy Guidelines for Contact Tracing Applications (2020) │ pdf │ cs.LG
• Beyond Intra-modality: A Survey of Heterogeneous Person Re-identification (2019-2020) │ pdf │ cs.CV
• Representation Learning for Dynamic Graphs: A Survey (2019-2020) │ pdf │ cs.LG
• The current state of automated negotiation theory: a literature review (2020) │ pdf │ cs.AI
• Methods for Computing Legal Document Similarity: A Comparative Study (2020) │ pdf │ cs.SI
• Reinforcement Learning in Healthcare: A Survey (2019-2020) │ pdf │ cs.LG
• A Review of an Old Dilemma: Demosaicking First, or Denoising First? (2020) │ pdf │ eess.IV
• Natural language technology and query expansion: issues, state-of-the-art and perspectives (2020) │ pdf │ cs.IR
• A Review of Winograd Schema Challenge Datasets and Approaches (2020) │ pdf │ cs.CL
• Cross-ethnicity Face Anti-spoofing Recognition Challenge: A Review (2020) │ pdf │ cs.CV
• Graph Learning Approaches to Recommender Systems: A Review (2020) │ pdf │ cs.IR
• Medical Imaging Synthesis using Deep Learning and its Clinical Applications: A Review (2020) │ pdf │ physics.med-ph
• Neural forecasting: Introduction and literature overview (2020) │ pdf │ cs.LG
• A Practical Guide to Studying Emergent Communication through Grounded Language Games (2020) │ pdf │ cs.AI
• Classification using Hyperdimensional Computing: A Review (2020) │ pdf │ cs.LG
• The Cost of Training NLP Models: A Concise Overview (2020) │ pdf │ cs.CL
• A Review on Object Pose Recovery: from 3D Bounding Box Detectors to Full 6D Pose Estimators (2020) │ pdf │ cs.CV
• Fairness in Bio-inspired Optimization Research: A Prescription of Methodological Guidelines for Comparing Meta-heuristics (2020) │ pdf │ cs.NE
• A Comparative Study on Machine Learning Algorithms for the Control of a Wall Following Robot (2019-2020) │ pdf │ cs.LG
• Contextual Word Representations: A Contextual Introduction (2019-2020) │ pdf │ cs.CL
• A Survey of Document Grounded Dialogue Systems (DGDS) (2020) │ pdf │ cs.CL
• Taxonomy of Dual Block-Coordinate Ascent Methods for Discrete Energy Minimization (2020) │ pdf │ cs.LG
• 3D Morphable Face Models – Past, Present and Future (2019-2020) │ pdf │ cs.CV
• Classifier Chains: A Review and Perspectives (2019-2020) │ pdf │ cs.LG
• A Review on Deep Learning Techniques for Video Prediction (2020) │ pdf │ cs.CV
• Author Name Disambiguation in Bibliographic Databases: A Survey (2020) │ pdf │ cs.SI
• Demographic Bias in Biometrics: A Survey on an Emerging Challenge (2020) │ pdf │ cs.CY
• A Survey on Contextual Embeddings (2020) │ pdf │ cs.CL
• Learning under Concept Drift: A Review (2020) │ pdf │ cs.LG
• A Survey on Large Scale Metadata Server for Big Data Storage (2020) │ pdf │ cs.DC
• Detection of Covid-19 From Chest X-ray Images Using Artificial Intelligence: An Early Review (2020) │ pdf │ eess.IV
• Machine Learning Based Solutions for Security of Internet of Things (IoT): A Survey (2020) │ pdf │ cs.CR
• A Survey on Impact of Transient Faults on BNN Inference Accelerators (2020) │ pdf │ cs.LG
• An In-depth Walkthrough on Evolution of Neural Machine Translation (2020) │ pdf │ cs.CL
• A Review of Vibration-Based Damage Detection in Civil Structures: From Traditional Methods to Machine Learning and Deep Learning Applications (2020) │ pdf │ eess.SP
• Deep Learning and Open Set Malware Classification: A Survey (2020) │ pdf │ cs.LG
• Autoencoders for Unsupervised Anomaly Segmentation in Brain MR Images: A Comparative Study (2020) │ pdf │ eess.IV
• MNIST-NET10: A heterogeneous deep networks fusion based on the degree of certainty to reach 0.1 error rate. Ensembles overview and proposal (2020) │ pdf │ cs.LG
• Review of Artificial Intelligence Techniques in Imaging Data Acquisition, Segmentation and Diagnosis for COVID-19 (2020) │ pdf │ eess.IV
• Traversing the noise of dynamic mini-batch sub-sampled loss functions: A visual guide (2019-2020) │ pdf │ stat.ML
• A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data Set (2020) │ pdf │ stat.ML
• A concise guide to existing and emerging vehicle routing problem variants (2019-2020) │ pdf │ cs.DM
• Review and Prospect: Deep Learning in Nuclear Magnetic Resonance Spectroscopy (2020) │ pdf │ physics.med-ph
• Sum-product networks: A survey (2020) │ pdf │ cs.LG
• SiamFC++: Towards Robust and Accurate Visual Tracking with Target Estimation Guidelines (2019-2020) │ pdf │ cs.CV
• A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects (2020) │ pdf │ cs.CV
• Anomaly Detection in Univariate Time-series: A Survey on the State-of-the-Art (2020) │ pdf │ cs.LG
• An Overview of Federated Deep Learning Privacy Attacks and Defensive Strategies (2020) │ pdf │ cs.CR
• Machine Learning in Python: Main developments and technology trends in data science, machine learning, and artificial intelligence (2020) │ pdf │ cs.LG
• Binary Neural Networks: A Survey (2020) │ pdf │ cs.NE
• Analysis of the hands in egocentric vision: A survey (2019-2020) │ pdf │ cs.CV
• Supervised and Unsupervised Detections for Multiple Object Tracking in Traffic Scenes: A Comparative Study (2020) │ pdf │ cs.CV
• Best Practices for Implementing FAIR Vocabularies and Ontologies on the Web (2020) │ pdf │ cs.DL
• Generalizing from a Few Examples: A Survey on Few-Shot Learning (2019-2020) │ pdf │ cs.LG
• CNN-based Density Estimation and Crowd Counting: A Survey (2020) │ pdf │ cs.CV
• New Perspectives on the Use of Online Learning for Congestion Level Prediction over Traffic Data (2020) │ pdf │ cs.LG
• A Machine Learning alternative to placebo-controlled clinical trials upon new diseases: A primer (2020) │ pdf │ q-bio.QM
• A Survey of Deep Learning for Scientific Discovery (2020) │ pdf │ cs.LG
• Deep Learning on Knowledge Graph for Recommender System: A Survey (2020) │ pdf │ cs.IR
• Artificial Intelligence in Quantitative Ultrasound Imaging: A Review (2020) │ pdf │ physics.med-ph
• Mitigating Metaphors: A Comprehensible Guide to Recent Nature-Inspired Algorithms (2019-2020) │ pdf │ cs.NE
• Design-unbiased statistical learning in survey sampling (2020) │ pdf │ stat.ML
• COVID-19 and Computer Audition: An Overview on What Speech & Sound Analysis Could Contribute in the SARS-CoV-2 Corona Crisis (2020) │ pdf │ cs.SD
• Stabilizing Generative Adversarial Networks: A Survey (2019-2020) │ pdf │ cs.LG
• A Survey of Methods for Low-Power Deep Learning and Computer Vision (2020) │ pdf │ cs.CV
• A Comparative Study of Distributional and Symbolic Paradigms for Relational Learning (2018-2020) │ pdf │ cs.AI
• A Survey of Deep Learning Techniques for Autonomous Driving (2019-2020) │ pdf │ cs.LG
• A Deep Journey into Super-resolution: A survey (2019-2020) │ pdf │ cs.CV
• Review of data analysis in vision inspection of power lines with an in-depth discussion of deep learning technology (2020) │ pdf │ cs.CV
• Comprehensive Review of Deep Reinforcement Learning Methods and Applications in Economics (2020) │ pdf │ q-fin.ST
• Recent Advances in Open Set Recognition: A Survey (2018-2020) │ pdf │ cs.LG
• Testing and verification of neural-network-based safety-critical control software: A systematic literature review (2019-2020) │ pdf │ cs.LG
• A Review of Computational Approaches for Evaluation of Rehabilitation Exercises (2020) │ pdf │ cs.CV
• A tutorial on recursive models for analyzing and predicting path choice behavior (2019-2020) │ pdf │ stat.ML
• Survey of Personalization Techniques for Federated Learning (2020) │ pdf │ cs.LG
• A Survey on Activation Functions and their relation with Xavier and He Normal Initialization (2020) │ pdf │ cs.NE
• Survey of Privacy-Preserving Collaborative Filtering (2020) │ pdf │ cs.CR
• A Survey on Deep Learning for Named Entity Recognition (2018-2020) │ pdf │ cs.CL
• A Review on Intelligent Object Perception Methods Combining Knowledge-based Reasoning and Machine Learning (2019-2020) │ pdf │ cs.CV
• Foundations of Explainable Knowledge-Enabled Systems (2020) │ pdf │ cs.AI
• Deep Neural Review Text Interaction for Recommendation Systems (2020) │ pdf │ cs.IR
• Review-guided Helpful Answer Identification in E-commerce (2020) │ pdf │ cs.CL
• A Short Survey on Sense-Annotated Corpora (2018-2020) │ pdf │ cs.CL
• Deep Learning on Graphs: A Survey (2018-2020) │ pdf │ cs.LG
• Causal datasheet: An approximate guide to practically assess Bayesian networks in the real world (2020) │ pdf │ cs.AI
• Machine Learning for Combinatorial Optimization: a Methodological Tour d’Horizon (2018-2020) │ pdf │ cs.LG
• Knowledge Graphs on the Web – an Overview (2020) │ pdf │ cs.AI
• Hyper-Parameter Optimization: A Review of Algorithms and Applications (2020) │ pdf │ cs.LG
• Imbalance Problems in Object Detection: A Review (2019-2020) │ pdf │ cs.CV
• A Comparative Study for Unsupervised Network Representation Learning (2019-2020) │ pdf │ cs.LG
• Machine Learning for Intelligent Optical Networks: A Comprehensive Survey (2020) │ pdf │ cs.NI
• Image guidance in deep brain stimulation surgery to treat Parkinson’s disease: a review (2020) │ pdf │ eess.IV
• Communication-Efficient Distributed Deep Learning: A Comprehensive Survey (2020) │ pdf │ cs.DC
• Deep Neural Networks for Automatic Speech Processing: A Survey from Large Corpora to Limited Data (2020) │ pdf │ eess.AS
• Overview of Tools Supporting Planning for Automated Driving (2020) │ pdf │ cs.RO
• A Comparative Study on Parameter Estimation in Software Reliability Modeling using Swarm Intelligence (2020) │ pdf │ cs.AI
• Adversarial Machine Learning: Perspectives from Adversarial Risk Analysis (2020) │ pdf │ cs.AI
• A Human-Centered Review of the Algorithms used within the U.S. Child Welfare System (2020) │ pdf │ cs.CY
• A Survey on Natural Language Processing for Fake News Detection (2018-2020) │ pdf │ cs.CL
• Threats to Federated Learning: A Survey (2020) │ pdf │ cs.CR
• Pattern Similarity-based Machine Learning Methods for Mid-term Load Forecasting: A Comparative Study (2020) │ pdf │ cs.LG
• Features for Ground Texture Based Localization – A Survey (2020) │ pdf │ cs.CV
• Video Description: A Survey of Methods, Datasets and Evaluation Metrics (2018-2020) │ pdf │ cs.CV
• Towards Unconstrained Palmprint Recognition on Consumer Devices: a Literature Review (2020) │ pdf │ cs.CV
• Introduction to deep learning (2020) │ pdf │ cs.LG
• Review: Noise and artifact reduction for MRI using deep learning (2020) │ pdf │ eess.IV
• The Mathematics of Text Structure (2019-2020) │ pdf │ cs.CL
• A Comprehensive Scoping Review of Bayesian Networks in Healthcare: Past, Present and Future (2020) │ pdf │ cs.AI
• A Survey on Knowledge Graph-Based Recommender Systems (2020) │ pdf │ cs.IR
• Do ML Experts Discuss Explainability for AI Systems? A discussion case in the industry for a domain-specific solution (2020) │ pdf │ cs.HC
• Is my Neural Network Neuromorphic? Taxonomy, Recent Trends and Future Directions in Neuromorphic Engineering (2020) │ pdf │ cs.ET
• Deep Learning for Biomedical Image Reconstruction: A Survey (2020) │ pdf │ eess.IV
• Recent Advances in Natural Language Inference: A Survey of Benchmarks, Resources, and Approaches (2019-2020) │ pdf │ cs.CL
• Multi-source Domain Adaptation in the Deep Learning Era: A Systematic Survey (2020) │ pdf │ cs.LG
• A Comparative Study of Machine Learning Models for Predicting the State of Reactive Mixing (2020) │ pdf │ stat.ML
• Survey Bandits with Regret Guarantees (2020) │ pdf │ cs.LG
• Notes on neighborhood semantics for logics of unknown truths and false beliefs (2020) │ pdf │ math.LO
• Mathematical Foundations for Designing and Development of Intelligent Systems of Information Analysis (2015-2020) │ pdf │ cs.AI
• The Four Dimensions of Social Network Analysis: An Overview of Research Methods, Applications, and Software Tools (2020) │ pdf │ cs.SI
• Recent Trends in the Use of Statistical Tests for Comparing Swarm and Evolutionary Computing Algorithms: Practical Guidelines and a Critical Review (2020) │ pdf │ cs.NE
• Designing Fair AI for Managing Employees in Organizations: A Review, Critique, and Design Agenda (2020) │ pdf │ cs.HC
• A comparative study of estimating articulatory movements from phoneme sequences and acoustic features (2019-2020) │ pdf │ eess.AS
• A Survey of Deep Learning Techniques for Neural Machine Translation (2020) │ pdf │ cs.CL
• An Overview of Distance and Similarity Functions for Structured Data (2020) │ pdf │ cs.AI
• Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework (2019-2020) │ pdf │ cs.CL
• Change Detection and Notification of Webpages: A Survey (2019-2020) │ pdf │ cs.IR
• A Survey on Adversarial Information Retrieval on the Web (2019-2020) │ pdf │ cs.IR
• A Survey on 3D Skeleton-Based Action Recognition Using Learning Method (2020) │ pdf │ cs.CV
• A comprehensive review on convolutional neural network in machine fault diagnosis (2020) │ pdf │ eess.SP
• A Comparative Study of Sequence Classification Models for Privacy Policy Coverage Analysis (2020) │ pdf │ cs.CL
• Embracing Imperfect Datasets: A Review of Deep Learning Solutions for Medical Image Segmentation (2019-2020) │ pdf │ eess.IV
• A Survey On 3D Inner Structure Prediction from its Outer Shape (2020) │ pdf │ cs.CV
• A Primer on Domain Adaptation (2020) │ pdf │ cs.LG
• A review on outlier/anomaly detection in time series data (2020) │ pdf │ cs.LG
• Convolutional Neural Networks as a Model of the Visual System: Past, Present, and Future (2020) │ pdf │ q-bio.NC
• Medical Image Registration Using Deep Neural Networks: A Comprehensive Review (2020) │ pdf │ eess.IV
• Deep Learning for Financial Applications : A Survey (2020) │ pdf │ q-fin.ST
• Deep Learning for Image Super-resolution: A Survey (2019-2020) │ pdf │ cs.CV
• Overview of chemical ontologies (2020) │ pdf │ cs.AI
• A Survey of Black-Box Adversarial Attacks on Computer Vision Models (2019-2020) │ pdf │ cs.LG
• Machine Learning and Deep Learning Algorithms for Bearing Fault Diagnostics – A Comprehensive Review (2019-2020) │ pdf │ cs.LG
• A Survey of Unsupervised Deep Domain Adaptation (2018-2020) │ pdf │ cs.LG
• Artificial intelligence in medicine and healthcare: a review and classification of current and near-future applications and their ethical and social Impact (2020) │ pdf │ cs.CY
• A Review of Personality in Human Robot Interactions (2020) │ pdf │ cs.HC
• A Survey on Causal Inference (2020) │ pdf │ stat.ME
• Web Table Extraction, Retrieval and Augmentation: A Survey (2020) │ pdf │ cs.IR
• On the Convergence of Artificial Intelligence and Distributed Ledger Technology: A Scoping Review and Future Research Agenda (2020) │ pdf │ cs.CR
• A Survey on Predictive Maintenance for Industry 4.0 (2020) │ pdf │ cs.LG
• A Survey on Graph Kernels (2019-2020) │ pdf │ cs.LG
• Machine Learning for Predicting Epileptic Seizures Using EEG Signals: A Review (2020) │ pdf │ cs.LG
• Mining User Behaviour from Smartphone data: a literature review (2019-2020) │ pdf │ cs.LG
• Using Machine Learning for Model Physics: an Overview (2020) │ pdf │ physics.ao-ph
• Survey of Deep Reinforcement Learning for Motion Planning of Autonomous Vehicles (2020) │ pdf │ cs.LG
• Unconstrained Biometric Recognition: Summary of Recent SOCIA Lab. Research (2020) │ pdf │ cs.CV
• Convergence of Edge Computing and Deep Learning: A Comprehensive Survey (2019-2020) │ pdf │ cs.NI
• EEG-based Brain-Computer Interfaces (BCIs): A Survey of Recent Studies on Signal Sensing Technologies and Computational Intelligence Approaches and their Applications (2020) │ pdf │ eess.SP
• Systematic Review of Approaches to Improve Peer Assessment at Scale (2020) │ pdf │ cs.CY
• A Survey of Reinforcement Learning Techniques: Strategies, Recent Development, and Future Directions (2020) │ pdf │ cs.AI
• What’s happened in MOOC Posts Analysis, Knowledge Tracing and Peer Feedbacks? A Review (2020) │ pdf │ cs.HC
• Survey of Network Intrusion Detection Methods from the Perspective of the Knowledge Discovery in Databases Process (2020) │ pdf │ cs.CR
• An Overview of Two Age Synthesis and Estimation Techniques (2020) │ pdf │ cs.CV
• Machine Learning for Network Slicing Resource Management: A Comprehensive Survey (2020) │ pdf │ cs.NI
• Deep Learning in Medical Image Registration: A Survey (2019-2020) │ pdf │ q-bio.QM
• Secure and Robust Machine Learning for Healthcare: A Survey (2020) │ pdf │ cs.LG
• SMP Challenge: An Overview of Social Media Prediction Challenge 2019 (2019-2020) │ pdf │ cs.MM
• A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications (2020) │ pdf │ cs.LG
• A Review on Quantile Regression for Stochastic Computer Experiments (2019-2020) │ pdf │ stat.ML
• A survey on Machine Learning-based Performance Improvement of Wireless Networks: PHY, MAC and Network layer (2020) │ pdf │ cs.LG
• Media Forensics and DeepFakes: an overview (2020) │ pdf │ cs.CV
• Review: deep learning on 3D point clouds (2020) │ pdf │ cs.CV
• What does it mean to solve the problem of discrimination in hiring? Social, technical and legal perspectives from the UK on automated hiring systems (2019-2020) │ pdf │ cs.CY
• Deep reinforcement learning for search, recommendation, and online advertising: a survey (2018-2020) │ pdf │ cs.IR
• A Survey on the Use of Preferences for Virtual Machine Placement in Cloud Data Centers (2019-2020) │ pdf │ cs.DC
• Tracking of Micro Unmanned Aerial Vehicles: A Comparative Study (2020) │ pdf │ cs.CV
• A Survey on Traffic Signal Control Methods (2019-2020) │ pdf │ cs.LG
• Sentiment and position-taking analysis of parliamentary debates: A systematic literature review (2019-2020) │ pdf │ cs.CL
• Multiscale modeling meets machine learning: What can we learn? (2019-2020) │ pdf │ physics.bio-ph
• Deep Learning for MIR Tutorial (2020) │ pdf │ cs.IR
• Emotion Recognition Using Wearables: A Systematic Literature Review Work in progress (2019-2020) │ pdf │ cs.HC
• Moving Objects Detection with a Moving Camera: A Comprehensive Review (2020) │ pdf │ cs.CV
• Knowledge Representations in Technical Systems – A Taxonomy (2020) │ pdf │ cs.AI
• Fairness in Learning-Based Sequential Decision Algorithms: A Survey (2020) │ pdf │ cs.AI
• Deep Audio-Visual Learning: A Survey (2020) │ pdf │ cs.CV
• Perspectives and Ethics of the Autonomous Artificial Thinking Systems (2020) │ pdf │ cs.AI
• A Comparative Study for Non-rigid Image Registration and Rigid Image Registration (2020) │ pdf │ cs.CV
• Review of Probability Distributions for Modeling Count Data (2020) │ pdf │ stat.ME
• Cat Swarm Optimization Algorithm – A Survey and Performance Evaluation (2020) │ pdf │ cs.NE
• Decentralized Optimization of Vehicle Route Planning – A Cross-City Comparative Study (2020) │ pdf │ eess.SY
• A Comprehensive Survey on the Ambulance Routing and Location Problems (2020) │ pdf │ cs.AI
• Guidelines for enhancing data locality in selected machine learning algorithms (2020) │ pdf │ cs.LG
• A Comparative Study on Crime in Denver City Based on Machine Learning and Data Mining (2020) │ pdf │ cs.LG
• A comparative study of general fuzzy min-max neural networks for pattern classification problems (2019-2020) │ pdf │ cs.LG
• A Comprehensive Survey of Multilingual Neural Machine Translation (2020) │ pdf │ cs.CL
• Artificial Intelligence for Social Good: A Survey (2020) │ pdf │ cs.CY
• A Brief Survey of Multilingual Neural Machine Translation (2019-2020) │ pdf │ cs.CL
• Machine Learning for Fluid Mechanics (2019-2020) │ pdf │ physics.flu-dyn
• Review of Single-cell RNA-seq Data Clustering for Cell Type Identification and Characterization (2020) │ pdf │ q-bio.GN
• Handwritten Optical Character Recognition (OCR): A Comprehensive Systematic Literature Review (SLR) (2020) │ pdf │ cs.CV
• Early Detection of Diabetic Retinopathy and Severity Scale Measurement: A Progressive Review & Scopes (2019) │ pdf │ eess.IV
• Target-less registration of point clouds: A review (2019) │ pdf │ cs.CV
• A Comparative Study of Glottal Source Estimation Techniques (2019) │ pdf │ cs.SD
• Detection of Glottal Closure Instants from Speech Signals: a Quantitative Review (2019) │ pdf │ cs.SD
• Deep Learning in Medical Image Registration: A Review (2019) │ pdf │ eess.IV
• A Survey of Deep Reinforcement Learning in Video Games (2019) │ pdf │ cs.MA
• The Application of Machine Learning Techniques for Predicting Results in Team Sport: A Review (2019) │ pdf │ cs.LG
• A Survey of FPGA Based Deep Learning Accelerators: Challenges and Opportunities (2018-2019) │ pdf │ cs.DC
• A Survey of Deep Learning Applications to Autonomous Vehicle Control (2019) │ pdf │ cs.LG
• Machine Learning Testing: Survey, Landscapes and Horizons (2019) │ pdf │ cs.LG
• A Survey of the Usages of Deep Learning in Natural Language Processing (2018-2019) │ pdf │ cs.CL
• Accountability of AI Under the Law: The Role of Explanation (2017-2019) │ pdf │ cs.AI
• A Comparative Study between Bayesian and Frequentist Neural Networks for Remaining Useful Life Estimation in Condition-Based Maintenance (2019) │ pdf │ cs.LG
• Taxonomy and Evaluation of Structured Compression of Convolutional Neural Networks (2019) │ pdf │ cs.LG
• A Survey on Distributed Machine Learning (2019) │ pdf │ cs.LG
• Image Analytics for Legal Document Review: A Transfer Learning Approach (2019) │ pdf │ cs.CV
• A Framework for Explainable Text Classification in Legal Document Review (2019) │ pdf │ cs.IR
• Optimization for deep learning: theory and algorithms (2019) │ pdf │ cs.LG
• Research Frontiers in Transfer Learning – a systematic and bibliometric review (2019) │ pdf │ cs.DL
• Human Motion Trajectory Prediction: A Survey (2019) │ pdf │ cs.RO
• A Comparative Study of Pretrained Language Models on Thai Social Text Categorization (2019) │ pdf │ cs.LG
• A Survey of Recent Scalability Improvements for Semidefinite Programming with Applications in Machine Learning, Control, and Robotics (2019) │ pdf │ math.OC
• Taking Human out of Learning Applications: A Survey on Automated Machine Learning (2018-2019) │ pdf │ cs.AI
• The Use of Deep Learning for Symbolic Integration: A Review of (Lample and Charton, 2019) (2019) │ pdf │ cs.LG
• Decision-Making with Belief Functions: a Review (2018-2019) │ pdf │ cs.AI
• An Introduction to Variational Autoencoders (2019) │ pdf │ cs.LG
• Overview of quantitative susceptibility mapping using deep learning – Current status, challenges and opportunities (2019) │ pdf │ eess.IV
• Basic Principles of Clustering Methods (2019) │ pdf │ cs.LG
• Decentralized Multi-Agent Reinforcement Learning with Networked Agents: Recent Advances (2019) │ pdf │ cs.LG
• Tutorial and Survey on Probabilistic Graphical Model and Variational Inference in Deep Reinforcement Learning (2019) │ pdf │ cs.LG
• An Overview of Data-Importance Aware Radio Resource Management for Edge Machine Learning (2019) │ pdf │ cs.IT
• Recent advances in deep learning applied to skin cancer detection (2019) │ pdf │ eess.IV
• Machine learning and the physical sciences (2019) │ pdf │ physics.comp-ph
• A Review of Challenges and Opportunities in Machine Learning for Health (2018-2019) │ pdf │ cs.LG
• Notes on Margin Training and Margin p-Values for Deep Neural Network Classifiers (2019) │ pdf │ stat.ML
• A Survey of Game Theoretic Approaches for Adversarial Machine Learning in Cybersecurity Tasks (2019) │ pdf │ cs.CR
• A survey on policy search algorithms for learning robot controllers in a handful of trials (2018-2019) │ pdf │ cs.RO
• A Comprehensive Survey on Graph Neural Networks (2019) │ pdf │ cs.LG
• Adversarial Learning in Statistical Classification: A Comprehensive Review of Defenses Against Attacks (2019) │ pdf │ cs.LG
• A Comprehensive Survey on Machine Learning Techniques and User Authentication Approaches for Credit Card Fraud Detection (2019) │ pdf │ cs.LG
• Towards Successful Collaboration: Design Guidelines for AI-based Services enriching Information Systems in Organisations (2019) │ pdf │ cs.AI
• Operational Framework for Recent Advances in Backtracking Search Optimisation Algorithm: A Systematic Review and Performance Evaluation (2019) │ pdf │ cs.NE
• Hacking Neural Networks: A Short Introduction (2019) │ pdf │ cs.CR
• Survey on Deep Neural Networks in Speech and Vision Systems (2019) │ pdf │ cs.CV
• Proposed Guidelines for the Responsible Use of Explainable Machine Learning (2019) │ pdf │ stat.ML
• Financial Time Series Forecasting with Deep Learning : A Systematic Literature Review: 2005-2019 (2019) │ pdf │ cs.LG
• Learning from Irregularly Sampled Data for Endomicroscopy Super-resolution: A Comparative Study of Sparse and Dense Approaches (2019) │ pdf │ eess.IV
• An Introduction to Symbolic Artificial Intelligence Applied to Multimedia (2019) │ pdf │ cs.AI
• Machine learning for music genre: multifaceted review and experimentation with audioset (2019) │ pdf │ cs.SD
• An Introduction to Probabilistic Spiking Neural Networks: Probabilistic Models, Learning Rules, and Applications (2019) │ pdf │ cs.LG
• Literature Review of Action Recognition in the Wild (2019) │ pdf │ cs.CV
• Analysis of Explainers of Black Box Deep Neural Networks for Computer Vision: A Survey (2019) │ pdf │ cs.AI
• Survey of Attacks and Defenses on Edge-Deployed Neural Networks (2019) │ pdf │ cs.CR
• A Comprehensive Review On Various State Of Art Techniques For Eye Blink Detection (2019) │ pdf │ cs.CV
• Network Embedding: An Overview (2019) │ pdf │ cs.LG
• Dragonfly Algorithm and its Applications in Applied Science – Survey (2019) │ pdf │ cs.NE
• Phase Contrast Microscopy Cell PopulationSegmentation: A Survey (2019) │ pdf │ cs.CV
• An Introductory Guide to Fano’s Inequality with Applications in Statistical Estimation (2019) │ pdf │ cs.IT
• Benchmarking Contemporary Deep Learning Hardware and Frameworks:A Survey of Qualitative Metrics (2019) │ pdf │ cs.DC
• Recurrent Neural Networks (RNNs): A gentle Introduction and Overview (2019) │ pdf │ cs.LG
• Facility Location Problem with Capacity Constraints: Algorithmic and Mechanism Design Perspectives (2019) │ pdf │ cs.GT
• Online Fair Division: A Survey (2019) │ pdf │ cs.AI
• A Comparative Study on End-to-end Speech to Text Translation (2019) │ pdf │ cs.CL
• Predicting overweight and obesity in later life from childhood data: A review of predictive modeling approaches (2019) │ pdf │ cs.LG
• A survey on intrinsic motivation in reinforcement learning (2019) │ pdf │ cs.LG
• Deep Learning in Video Multi-Object Tracking: A Survey (2019) │ pdf │ cs.CV
• Automatic Image Co-Segmentation: A Survey (2019) │ pdf │ cs.CV
• Adversarial Examples in Modern Machine Learning: A Review (2019) │ pdf │ cs.LG
• On the computation of counterfactual explanations – A survey (2019) │ pdf │ cs.LG
• Deep learning methods in speaker recognition: a review (2019) │ pdf │ eess.AS
• Recent Advances in Algorithmic High-Dimensional Robust Statistics (2019) │ pdf │ cs.DS
• Unsupervised Pre-training for Natural Language Generation: A Literature Review (2019) │ pdf │ cs.CL
• Learning to Communicate in Multi-Agent Reinforcement Learning : A Review (2019) │ pdf │ cs.LG
• An introduction to decentralized stochastic optimization with gradient tracking (2019) │ pdf │ cs.LG
• A Survey on Why-Type Question Answering Systems (2019) │ pdf │ cs.CL
• Foundations for Restraining Bolts: Reinforcement Learning with LTLf/LDLf restraining specifications (2018-2019) │ pdf │ cs.LG
• Deep learning for cardiac image segmentation: A review (2019) │ pdf │ eess.IV
• An Introduction to Artificial Intelligence and Solutions to the Problems of Algorithmic Discrimination (2019) │ pdf │ cs.CY
• Research Commentary on Recommendations with Side Information: A Survey and Research Directions (2019) │ pdf │ cs.IR
• Taxonomy of Real Faults in Deep Learning Systems (2019) │ pdf │ cs.SE
• Machine Learning Techniques for Biomedical Image Segmentation: An Overview of Technical Aspects and Introduction to State-of-Art Applications (2019) │ pdf │ eess.IV
• A Review of Automated Speech and Language Features for Assessment of Cognitive and Thought Disorders (2019) │ pdf │ cs.CL
• Question Answering for Privacy Policies: Combining Computational and Legal Perspectives (2019) │ pdf │ cs.CL
• Review: Ordinary Differential Equations For Deep Learning (2019) │ pdf │ cs.LG
• A Review of methods for Textureless Object Recognition (2019) │ pdf │ cs.CV
• A Review of Stochastic Block Models and Extensions for Graph Clustering (2019) │ pdf │ stat.ML
• Best Practices for Convolutional Neural Networks Applied to Object Recognition in Images (2019) │ pdf │ cs.CV
• Literature Review: Human Segmentation with Static Camera (2019) │ pdf │ cs.CV
• A Survey of Deep Facial Attribute Analysis (2018-2019) │ pdf │ cs.CV
• Disinformation Detection: A review of linguistic feature selection and classification models in news veracity assessments (2019) │ pdf │ cs.CL
• Deep Learning for Hyperspectral Image Classification: An Overview (2019) │ pdf │ eess.IV
• Driving Datasets Literature Review (2019) │ pdf │ cs.RO
• Minimal penalties and the slope heuristics: a survey (2019) │ pdf │ math.ST
• Survey of Dropout Methods for Deep Neural Networks (2019) │ pdf │ cs.NE
• A Survey on Recent Advances in Named Entity Recognition from Deep Learning models (2019) │ pdf │ cs.CL
• A Comparative Study of Neural Network Compression (2019) │ pdf │ cs.LG
• A Useful Taxonomy for Adversarial Robustness of Neural Networks (2019) │ pdf │ cs.LG
• A Review on Neural Network Models of Schizophrenia and Autism Spectrum Disorder (2019) │ pdf │ q-bio.NC
• A Survey of Optimization Methods from a Machine Learning Perspective (2019) │ pdf │ cs.LG
• Artificial Intelligence and the Future of Psychiatry: Qualitative Findings from a Global Physician Survey (2019) │ pdf │ cs.CY
• Numerical comparative study between regularized Gauss-Newton and Conjugate-Gradient methods in the context of microwave tomography (2019) │ pdf │ physics.comp-ph
• A Review of Visual Trackers and Analysis of its Application to Mobile Robot (2019) │ pdf │ cs.CV
• Comparative Study between Adversarial Networks and Classical Techniques for Speech Enhancement (2019) │ pdf │ eess.AS
• A Survey and Taxonomy of Adversarial Neural Networks for Text-to-Image Synthesis (2019) │ pdf │ cs.CV
• Rational Kernels: A survey (2019) │ pdf │ cs.LG
• Identity Document and banknote security forensics: a survey (2019) │ pdf │ cs.CV
• An Introduction to Spiking Neural Networks: Probabilistic Models, Learning Rules, and Applications (2018-2019) │ pdf │ eess.SP
• Autonomous Industrial Management via Reinforcement Learning: Self-Learning Agents for Decision-Making – A Review (2019) │ pdf │ cs.MA
• Introduction to Coresets: Accurate Coresets (2019) │ pdf │ cs.LG
• Deep Learning for Whole Slide Image Analysis: An Overview (2019) │ pdf │ cs.CV
• A Survey on Recent Advancements for AI Enabled Radiomics in Neuro-Oncology (2019) │ pdf │ eess.IV
• Tutorial on NLP-Inspired Network Embedding (2019) │ pdf │ cs.SI
• Discussion of “The Blessings of Multiple Causes” by Wang and Blei (2019) │ pdf │ stat.ME
• Tutorial: Complexity analysis of Singular Value Decomposition and its variants (2019) │ pdf │ math.NA
• Learning Everywhere: A Taxonomy for the Integration of Machine Learning and Simulations (2019) │ pdf │ cs.LG
• A Survey on Multi-output Learning (2019) │ pdf │ cs.LG
• Recent Advances in Imaging Around Corners (2019) │ pdf │ eess.IV
• Preliminary Systematic Literature Review of Machine Learning System Development Process (2019) │ pdf │ cs.LG
• Keyphrase Generation: A Multi-Aspect Survey (2019) │ pdf │ cs.CL
• The Ethics of AI Ethics – An Evaluation of Guidelines (2019) │ pdf │ cs.AI
• Software Sustainability: A Systematic Literature Review and Comprehensive Analysis (2019) │ pdf │ cs.SE
• A Survey of Deep Learning-based Object Detection (2019) │ pdf │ cs.CV
• A Review of Machine Learning Applications in Fuzzing (2019) │ pdf │ cs.CR
• Adversarial Attacks and Defenses in Images, Graphs and Text: A Review (2019) │ pdf │ cs.LG
• Comparative study of panel and panelless-based reflectance conversion techniques for agricultural remote sensing (2019) │ pdf │ eess.IV
• The Query Translation Landscape: a Survey (2019) │ pdf │ cs.DB
• Action-conditioned Benchmarking of Robotic Video Prediction Models: a Comparative Study (2019) │ pdf │ cs.CV
• A Survey Of Cross-lingual Word Embedding Models (2017-2019) │ pdf │ cs.CL
• Measuring Sentences Similarity: A Survey (2019) │ pdf │ cs.CL
• Introduction to Concentration Inequalities (2019) │ pdf │ math.PR
• Affective Computing for Large-Scale Heterogeneous Multimedia Data: A Survey (2019) │ pdf │ cs.MM
• A Survey on Rain Removal from Video and Single Image (2019) │ pdf │ eess.IV
• A review of Gaussian Markov models for conditional independence (2016-2019) │ pdf │ stat.ME
• An introduction to flexible methods for policy evaluation (2019) │ pdf │ econ.EM
• A Survey of Methods to Leverage Monolingual Data in Low-resource Neural Machine Translation (2019) │ pdf │ cs.CL
• A Review of Object Detection Models based on Convolutional Neural Network (2019) │ pdf │ cs.CV
• A Survey on Contemporary Computer-Aided Tumor, Polyp, and Ulcer Detection Methods in Wireless Capsule Endoscopy Imaging (2019) │ pdf │ eess.IV
• A Survey of Big Data Machine Learning Applications Optimization in Cloud Data Centers and Networks (2019) │ pdf │ cs.NI
• Tutorial on Implied Posterior Probability for SVMs (2019) │ pdf │ cs.LG
• Rejoinder on: Minimal penalties and the slope heuristics: a survey (2019) │ pdf │ math.ST
• The Book of Why: Review (2019) │ pdf │ cs.AI
• Recent Advances in End-to-End Spoken Language Understanding (2019) │ pdf │ cs.CL
• Distance and Similarity Measures Effect on the Performance of K-Nearest Neighbor Classifier – A Review (2017-2019) │ pdf │ cs.LG
• Representation Learning with Autoencoders for Electronic Health Records: A Comparative Study (2018-2019) │ pdf │ cs.LG
• Deep Learning Theory Review: An Optimal Control and Dynamical Systems Perspective (2019) │ pdf │ cs.LG
• A Comparative Study on Transformer vs RNN in Speech Applications (2019) │ pdf │ cs.CL
• Overview for the Second Shared Task on Language Identification in Code-Switched Data (2019) │ pdf │ cs.CL
• A Survey of Techniques All Classifiers Can Learn from Deep Networks: Models, Optimizations, and Regularization (2019) │ pdf │ cs.LG
• Ontology Based Information Integration: A Survey (2019) │ pdf │ cs.IR
• A Survey of Machine Learning Applied to Computer Architecture Design (2019) │ pdf │ cs.AR
• The Longer the Better? The Interplay Between Review Length and Line of Argumentation in Online Consumer Reviews (2019) │ pdf │ cs.CL
• Object Detection in Optical Remote Sensing Images: A Survey and A New Benchmark (2019) │ pdf │ cs.CV
• Video Skimming: Taxonomy and Comprehensive Survey (2019) │ pdf │ cs.CV
• 2-D Cluster Variation Method Free Energy: Fundamentals and Pragmatics (2019) │ pdf │ cs.NE
• Spatially Continuous and High-resolution Land Surface Temperature: A Review of Reconstruction and Spatiotemporal Fusion Techniques (2019) │ pdf │ physics.ao-ph
• Representation Learning with Autoencoders for Electronic Health Records: A Comparative Study (2019) │ pdf │ cs.LG
• An Introduction to Quaternion-Valued Recurrent Projection Neural Networks (2019) │ pdf │ cs.NE
• Nonconvex Optimization Meets Low-Rank Matrix Factorization: An Overview (2018-2019) │ pdf │ cs.LG
• A literature review on current approaches and applications of fuzzy expert systems (2019) │ pdf │ cs.AI
• Learning from Bandit Feedback: An Overview of the State-of-the-art (2019) │ pdf │ cs.IR
• A Review of Tracking, Prediction and Decision Making Methods for Autonomous Driving (2019) │ pdf │ cs.LG
• A Pragmatic Guide to Geoparsing Evaluation (2018-2019) │ pdf │ cs.CL
• One Explanation Does Not Fit All: A Toolkit and Taxonomy of AI Explainability Techniques (2019) │ pdf │ cs.AI
• Image inpainting: A review (2019) │ pdf │ cs.CV
• From What to How: An Initial Review of Publicly Available AI Ethics Tools, Methods and Research to Translate Principles into Practices (2019) │ pdf │ cs.CY
• Understanding LSTM – a tutorial into Long Short-Term Memory Recurrent Neural Networks (2019) │ pdf │ cs.NE
• Deep learning in business analytics and operations research: Models, applications and managerial implications (2018-2019) │ pdf │ cs.LG
• How to detect novelty in textual data streams? A comparative study of existing methods (2019) │ pdf │ cs.LG
• Mining Social Media for Newsgathering: A Review (2018-2019) │ pdf │ cs.CL
• A Survey on Reproducibility by Evaluating Deep Reinforcement Learning Algorithms on Real-World Robots (2019) │ pdf │ cs.LG
• A Comparative Study of Some Central Notions of ASPIC+ and DeLP (2019) │ pdf │ cs.AI
• An Overview of Open-Ended Evolution: Editorial Introduction to the Open-Ended Evolution II Special Issue (2019) │ pdf │ cs.NE
• From the Token to the Review: A Hierarchical Multimodal approach to Opinion Mining (2019) │ pdf │ cs.CL
• The Future of Misinformation Detection: New Perspectives and Trends (2019) │ pdf │ cs.SI
• Machine Learning Approaches for Detecting the Depression from Resting-State Electroencephalogram (EEG): A Review Study (2019) │ pdf │ eess.SP
• Multi-Objective Multi-Agent Decision Making: A Utility-based Analysis and Survey (2019) │ pdf │ cs.MA
• What can computational models learn from human selective attention? A review from an audiovisual crossmodal perspective (2019) │ pdf │ cs.CV
• A Discussion on Influence of Newspaper Headlines on Social Media (2019) │ pdf │ cs.CL
• A Survey of Crowdsourcing in Medical Image Analysis (2019) │ pdf │ cs.CV
• BAGH – Comparative study (2019) │ pdf │ cs.SE
• Generative Adversarial Network in Medical Imaging: A Review (2018-2019) │ pdf │ cs.CV
• Predicting Specificity in Classroom Discussion (2019) │ pdf │ cs.CL
• Graph Representation Learning: A Survey (2019) │ pdf │ cs.LG
• Functional advantages of an adaptive Theory of Mind for robotics: a review of current architectures (2019) │ pdf │ cs.RO
• A Survey and Critique of Multiagent Deep Reinforcement Learning (2018-2019) │ pdf │ cs.MA
• A Survey of Automated Programming Hint Generation – The HINTS Framework (2019) │ pdf │ cs.HC
• A Tutorial on Concentration Bounds for System Identification (2019) │ pdf │ math.OC
• A survey of cross-lingual features for zero-shot cross-lingual semantic parsing (2019) │ pdf │ cs.CL
• Physiological and Affective Computing through Thermal Imaging: A Survey (2019) │ pdf │ cs.HC
• Evolution of Ant Colony Optimization Algorithm – A Brief Literature Review (2019) │ pdf │ cs.NE
• The Hitchhiker’s Guide to LDA (2019) │ pdf │ cs.IR
• Learning-Based Video Game Development in MLP@UoM: An Overview (2019) │ pdf │ cs.AI
• Heuristic design of fuzzy inference systems: A review of three decades of research (2019) │ pdf │ cs.AI
• An Introduction to Advanced Machine Learning : Meta Learning Algorithms, Applications and Promises (2019) │ pdf │ cs.LG
• Urban flows prediction from spatial-temporal data using machine learning: A survey (2019) │ pdf │ cs.LG
• Digital Watermarking of video streams: Review of the State-Of-The-Art (2019) │ pdf │ eess.IV
• Deep Learning for Generic Object Detection: A Survey (2018-2019) │ pdf │ cs.CV
• Deep Learning based Computer-Aided Diagnosis Systems for Diabetic Retinopathy: A Survey (2018-2019) │ pdf │ cs.CV
• Malicious URL Detection using Machine Learning: A Survey (2017-2019) │ pdf │ cs.LG
• A survey of OpenRefine reconciliation services (2019) │ pdf │ cs.IR
• Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks (2018-2019) │ pdf │ cs.CV
• A Review of Changepoint Detection Models (2019) │ pdf │ stat.ML
• Gradient Boosting Machine: A Survey (2019) │ pdf │ stat.ML
• Multivariate Spatial Data Visualization: A Survey (2019) │ pdf │ cs.HC
• Analyzing Human-Human Interactions: A Survey (2018-2019) │ pdf │ cs.CV
• A Comparative Study of Filtering Approaches Applied to Color Archival Document Images (2019) │ pdf │ cs.CV
• Natural Language Processing of Clinical Notes on Chronic Diseases: Systematic Review (2019) │ pdf │ cs.CY
• A Tour of Convolutional Networks Guided by Linear Interpreters (2019) │ pdf │ cs.CV
• Matlab vs. OpenCV: A Comparative Study of Different Machine Learning Algorithms (2019) │ pdf │ cs.LG
• The History of Digital Spam (2019) │ pdf │ cs.CY
• Requirements Engineering for Machine Learning: Perspectives from Data Scientists (2019) │ pdf │ cs.LG
• Distributionally Robust Optimization: A Review (2019) │ pdf │ math.OC
• A Survey on Data Collection for Machine Learning: a Big Data – AI Integration Perspective (2018-2019) │ pdf │ cs.LG
• A Survey of Challenges and Opportunities in Sensing and Analytics for Cardiovascular Disorders (2019) │ pdf │ eess.SP
• Recent Advances in Deep Learning for Object Detection (2019) │ pdf │ cs.CV
• A Survey of Tuning Parameter Selection for High-dimensional Regression (2019) │ pdf │ stat.ME
• Contributed Discussion of “A Bayesian Conjugate Gradient Method” (2019) │ pdf │ stat.CO
• Deep Learning Techniques for Music Generation – A Survey (2017-2019) │ pdf │ cs.SD
• Flood Prediction Using Machine Learning Models: Literature Review (2019) │ pdf │ cs.LG
• Viterbi Extraction tutorial with Hidden Markov Toolkit (2019) │ pdf │ cs.SD
• Review of Algorithms for Compressive Sensing of Images (2019) │ pdf │ eess.IV
• A Tutorial on Deep Latent Variable Models of Natural Language (2018-2019) │ pdf │ cs.CL
• A systematic review of fuzzing based on machine learning techniques (2019) │ pdf │ cs.CR
• A Survey on Deep Learning of Small Sample in Biomedical Image Analysis (2019) │ pdf │ cs.CV
• Graph Neural Networks for Small Graph and Giant Network Representation Learning: An Overview (2019) │ pdf │ cs.LG
• Deep learning research landscape & roadmap in a nutshell: past, present and future – Towards deep cortical learning (2019) │ pdf │ cs.NE
• A Review of Keyphrase Extraction (2019) │ pdf │ cs.CL
• Kernels on fuzzy sets: an overview (2019) │ pdf │ cs.LG
• Deep Retrieval-Based Dialogue Systems: A Short Review (2019) │ pdf │ cs.CL
• Lecture Notes of Tensor Network Contractions (2017-2019) │ pdf │ physics.comp-ph
• Notes on Computational Hardness of Hypothesis Testing: Predictions using the Low-Degree Likelihood Ratio (2019) │ pdf │ math.ST
• A Comparative Study of High-Recall Real-Time Semantic Segmentation Based on Swift Factorized Network (2019) │ pdf │ cs.CV
• Production Ranking Systems: A Review (2019) │ pdf │ cs.IR
• A review of domain adaptation without target labels (2019) │ pdf │ cs.LG
• The sameAs Problem: A Survey on Identity Management in the Web of Data (2019) │ pdf │ cs.DB
• Notes on Latent Structure Models and SPIGOT (2019) │ pdf │ cs.LG
• Blind Deblurring using Deep Learning: A Survey (2019) │ pdf │ eess.IV
• SciPy 1.0–Fundamental Algorithms for Scientific Computing in Python (2019) │ pdf │ cs.MS
• Spiking Neural Networks and Online Learning: An Overview and Perspectives (2019) │ pdf │ cs.NE
• Introduction to Neural Network based Approaches for Question Answering over Knowledge Graphs (2019) │ pdf │ cs.CL
• Deep Reinforcement Learning for Clinical Decision Support: A Brief Survey (2019) │ pdf │ cs.LG
• Conscientious Classification: A Data Scientist’s Guide to Discrimination-Aware Classification (2019) │ pdf │ stat.ML
• Tutorial: Deriving the Standard Variational Autoencoder (VAE) Loss Function (2019) │ pdf │ cs.LG
• Machine Learning for Wireless Communications in the Internet of Things: A Comprehensive Survey (2019) │ pdf │ cs.NI
• A Survey of Data Quality Measurement and Monitoring Tools (2019) │ pdf │ cs.DB
• First Impressions: A Survey on Vision-Based Apparent Personality Trait Analysis (2018-2019) │ pdf │ cs.CV
• Diving Deeper into Underwater Image Enhancement: A Survey (2019) │ pdf │ cs.CV
• Deep Learning to Address Candidate Generation and Cold Start Challenges in Recommender Systems: A Research Survey (2019) │ pdf │ cs.IR
• Forecasting Transformative AI: An Expert Survey (2019) │ pdf │ cs.CY
• Introduction to Camera Pose Estimation with Deep Learning (2019) │ pdf │ cs.CV
• Efficient Pipeline for Camera Trap Image Review (2019) │ pdf │ cs.CV
• AlphaStar: An Evolutionary Computation Perspective (2019) │ pdf │ cs.NE
• Face Recognition in Unconstrained Conditions: A Systematic Review (2019) │ pdf │ cs.CV
• Deep Learning for Single Image Super-Resolution: A Brief Review (2018-2019) │ pdf │ cs.CV
• Deep Learning based Recommender System: A Survey and New Perspectives (2017-2019) │ pdf │ cs.IR
• A review on deep learning techniques for 3D sensed data classification (2019) │ pdf │ cs.CV
• A Review of Deep Learning with Special Emphasis on Architectures, Applications and Recent Trends (2019) │ pdf │ cs.LG
• An Experimental-based Review of Image Enhancement and Image Restoration Methods for Underwater Imaging (2019) │ pdf │ eess.IV
• Best Practices for Learning Domain-Specific Cross-Lingual Embeddings (2019) │ pdf │ cs.CL
• Deep Learning for Fine-Grained Image Analysis: A Survey (2019) │ pdf │ cs.CV
• Application of Deep Learning in Fundus Image Processing for Ophthalmic Diagnosis – A Review (2018-2019) │ pdf │ cs.CV
• An Updated Review of Methods and Advancements in Microvascular Blood Flow Imaging (2019) │ pdf │ physics.med-ph
• Learning Representations of Graph Data – A Survey (2019) │ pdf │ cs.LG
• Salient Object Detection: A Survey (2014-2019) │ pdf │ cs.CV
• Mining Association Rules in Various Computing Environments: A Survey (2019) │ pdf │ cs.DC
• Machine Reading Comprehension: a Literature Review (2019) │ pdf │ cs.CL
• Artificial Neural Networks-Based Machine Learning for Wireless Networks: A Tutorial (2017-2019) │ pdf │ cs.IT
• An Overview of the Ludii General Game System (2019) │ pdf │ cs.AI
• Fake News Detection using Stance Classification: A Survey (2019) │ pdf │ cs.CL
• Music Performance Analysis: A Survey (2019) │ pdf │ cs.IR
• The Mathematics of Changing one’s Mind, via Jeffrey’s or via Pearl’s update rule (2018-2019) │ pdf │ cs.AI
• Artificial Intelligence Governance and Ethics: Global Perspectives (2019) │ pdf │ cs.CY
• A Review of Statistical Learning Machines from ATR to DNA Microarrays: design, assessment, and advice for practitioners (2019) │ pdf │ cs.LG
• Artificial Intelligence: the global landscape of ethics guidelines (2019) │ pdf │ cs.CY
• A Comparative Review of Recent Kinect-based Action Recognition Algorithms (2019) │ pdf │ cs.CV
• Emotionally-Aware Chatbots: A Survey (2019) │ pdf │ cs.CL
• Deep Learning for Spatio-Temporal Data Mining: A Survey (2019) │ pdf │ cs.LG
• Deep Learning in the Automotive Industry: Recent Advances and Application Examples (2019) │ pdf │ cs.LG
• A Review on Deep Learning in Medical Image Reconstruction (2019) │ pdf │ eess.IV
• Fisher and Kernel Fisher Discriminant Analysis: Tutorial (2019) │ pdf │ stat.ML
• A Comparative Survey of Recent Natural Language Interfaces for Databases (2019) │ pdf │ cs.DB
• Mitigating Gender Bias in Natural Language Processing: Literature Review (2019) │ pdf │ cs.CL
• The Finite-Horizon Two-Armed Bandit Problem with Binary Responses: A Multidisciplinary Survey of the History, State of the Art, and Myths (2019) │ pdf │ math.OC
• Query expansion techniques for information retrieval: A survey (2017-2019) │ pdf │ cs.IR
• Preprocessing Methods and Pipelines of Data Mining: An Overview (2019) │ pdf │ cs.LG
• Recent Advances in Imitation Learning from Observation (2019) │ pdf │ cs.RO
• Recent Advances of Image Steganography with Generative Adversarial Networks (2019) │ pdf │ cs.CR
• A Survey on Neural Architecture Search (2019) │ pdf │ cs.LG
• An Overview of In-memory Processing with Emerging Non-volatile Memory for Data-intensive Applications (2019) │ pdf │ cs.AR
• A Survey on Deep Learning Architectures for Image-based Depth Reconstruction (2019) │ pdf │ cs.CV
• Policy Search in Continuous Action Domains: an Overview (2018-2019) │ pdf │ cs.LG
• Information Theory: A Tutorial Introduction (2018-2019) │ pdf │ cs.IT
• A Survey on Neural Network Language Models (2019) │ pdf │ cs.CL
• Foundations of Comparison-Based Hierarchical Clustering (2018-2019) │ pdf │ stat.ML
• Toward Best Practices for Explainable B2B Machine Learning (2019) │ pdf │ cs.HC
• Issues with post-hoc counterfactual explanations: a discussion (2019) │ pdf │ cs.LG
• Survey of Artificial Intelligence for Card Games and Its Application to the Swiss Game Jass (2019) │ pdf │ cs.AI
• Different Approaches for Human Activity Recognition: A Survey (2019) │ pdf │ cs.CV
• Mean estimation and regression under heavy-tailed distributions–a survey (2019) │ pdf │ math.ST
• Named Entity Recognition on Code-Switched Data: Overview of the CALCS 2018 Shared Task (2019) │ pdf │ cs.CL
• A Survey of Reinforcement Learning Informed by Natural Language (2019) │ pdf │ cs.LG
• Deep Learning-Based Automatic Downbeat Tracking: A Brief Review (2019) │ pdf │ cs.IR
• A Survey on Neural Machine Reading Comprehension (2019) │ pdf │ cs.CL
• Overview of image-to-image translation by use of deep neural networks: denoising, super-resolution, modality conversion, and reconstruction in medical imaging (2019) │ pdf │ physics.med-ph
• Seeing Things from a Different Angle: Discovering Diverse Perspectives about Claims (2019) │ pdf │ cs.CL
• Learning Software Configuration Spaces: A Systematic Literature Review (2019) │ pdf │ cs.SE
• A Survey on Nonconvex Regularization Based Sparse and Low-Rank Recovery in Signal Processing, Statistics, and Machine Learning (2018-2019) │ pdf │ cs.IT
• A Survey of Behavior Learning Applications in Robotics – State of the Art and Perspectives (2019) │ pdf │ cs.RO
• Symbolic, Distributed and Distributional Representations for Natural Language Processing in the Era of Deep Learning: a Survey (2017-2019) │ pdf │ cs.CL
• Current Trends in the Use of Eye Tracking in Mathematics Education Research: A PME Survey (2019) │ pdf │ cs.HC
• Recent Advances in Neural Question Generation (2019) │ pdf │ cs.CL
• 2019 Evolutionary Algorithms Review (2019) │ pdf │ cs.NE
• Image Anomalies: a Review and Synthesis of Detection Methods (2018-2019) │ pdf │ cs.CV
• An Introduction to a New Text Classification and Visualization for Natural Language Processing Using Topological Data Analysis (2019) │ pdf │ cs.CL
• An Extensive Review of Computational Dance Automation Techniques and Applications (2019) │ pdf │ cs.HC
• A Survey of Natural Language Generation Techniques with a Focus on Dialogue Systems - Past, Present and Future Directions (2019) │ pdf │ cs.CL
• Hand Pose Estimation: A Survey (2019) │ pdf │ cs.CV
• Linear and Quadratic Discriminant Analysis: Tutorial (2019) │ pdf │ stat.ML
• Unsupervised and Supervised Principal Component Analysis: Tutorial (2019) │ pdf │ stat.ML
• Foundations of Digital Archæoludology (2019) │ pdf │ cs.AI
• Fine-Grained Spoiler Detection from Large-Scale Review Corpora (2019) │ pdf │ cs.CL
• Secrets of the Brain: An Introduction to the Brain Anatomical Structure and Biological Function (2019) │ pdf │ q-bio.NC
• A survey of advances in vision-based vehicle re-identification (2019) │ pdf │ cs.CV
• A Survey on Semantic Parsing (2018-2019) │ pdf │ cs.CL
• An Extensive Review on Spectral Imaging in Biometric Systems: Challenges and Advancements (2018-2019) │ pdf │ cs.CV
• The Theory Behind Overfitting, Cross Validation, Regularization, Bagging, and Boosting: Tutorial (2019) │ pdf │ stat.ML
• A Review of Semi Supervised Learning Theories and Recent Advances (2019) │ pdf │ cs.LG
• A high-bias, low-variance introduction to Machine Learning for physicists (2018-2019) │ pdf │ physics.comp-ph
• A Survey on Biomedical Image Captioning (2019) │ pdf │ cs.CV
• Deep Learning for Audio Signal Processing (2019) │ pdf │ cs.SD
• Decision Tree Classification with Differential Privacy: A Survey (2016-2019) │ pdf │ cs.DB
• The African Wildlife Ontology tutorial ontologies: requirements, design, and content (2019) │ pdf │ cs.AI
• Deep learning for molecular design - a review of the state of the art (2019) │ pdf │ cs.LG
• Cooperative Automated Vehicles: a Review of Opportunities and Challenges in Socially Intelligent Vehicles Beyond Networking (2017-2019) │ pdf │ cs.AI
• An Overview of Computational Approaches for Interpretation Analysis (2018-2019) │ pdf │ cs.AI
• Visual Analytics of Anomalous User Behaviors: A Survey (2019) │ pdf │ cs.HC
• Medical Image Analysis using Convolutional Neural Networks: A Review (2017-2019) │ pdf │ cs.CV
• Image Captioning based on Deep Learning Methods: A Survey (2019) │ pdf │ cs.CV
• The Twin-System Approach as One Generic Solution for XAI: An Overview of ANN-CBR Twins for Explaining Deep Learning (2019) │ pdf │ cs.AI
• Recent Advances in Transfer Learning for Cross-Dataset Visual Recognition: A Problem-Oriented Perspective (2017-2019) │ pdf │ cs.CV
• Leveraging Machine Learning and Big Data for Smart Buildings: A Comprehensive Survey (2019) │ pdf │ cs.CY
• Reinforcement Learning for Learning of Dynamical Systems in Uncertain Environment: a Tutorial (2019) │ pdf │ cs.LG
• How Case Based Reasoning Explained Neural Networks: An XAI Survey of Post-Hoc Explanation-by-Example in ANN-CBR Twins (2019) │ pdf │ cs.AI
• Recent Advances in Diversified Recommendation (2019) │ pdf │ cs.IR
• Object Detection in 20 Years: A Survey (2019) │ pdf │ cs.CV
• An interdisciplinary survey of network similarity methods (2019) │ pdf │ cs.SI
• Multiple perspectives HMM-based feature engineering for credit card fraud detection (2019) │ pdf │ cs.LG
• An Overview and a Benchmark of Active Learning for Outlier Detection with One-Class Classifiers (2018-2019) │ pdf │ cs.LG
• Deep learning for time series classification: a review (2018-2019) │ pdf │ cs.LG
• Let’s Push Things Forward: A Survey on Robot Pushing (2019) │ pdf │ cs.RO
• AI in the media and creative industries (2019) │ pdf │ cs.AI
• A Comparative Study for the Nuclear Norms Minimization Methods (2016-2019) │ pdf │ cs.CV
• 1D Convolutional Neural Networks and Applications: A Survey (2019) │ pdf │ eess.SP
• AI Enabling Technologies: A Survey (2019) │ pdf │ cs.AI
• Emotion Recognition in Conversation: Research Challenges, Datasets, and Recent Advances (2019) │ pdf │ cs.CL
• Feature Selection and Feature Extraction in Pattern Analysis: A Literature Review (2019) │ pdf │ cs.LG
• A Primer on PAC-Bayesian Learning (2019) │ pdf │ stat.ML
• A Methodological Review of Visual Road Recognition Procedures for Autonomous Driving Applications (2019) │ pdf │ cs.CV
• A Survey of Adaptive Resonance Theory Neural Network Models for Engineering Applications (2019) │ pdf │ cs.NE
• Model-Free Reinforcement Learning for Financial Portfolios: A Brief Survey (2019) │ pdf │ q-fin.PM
• Machine Vision in the Context of Robotics: A Systematic Literature Review (2019) │ pdf │ cs.CV
• Physicist’s Journeys Through the AI World - A Topical Review. There is no royal road to unsupervised learning (2019) │ pdf │ cs.LG
• AI-Powered Text Generation for Harmonious Human-Machine Interaction: Current State and Future Directions (2019) │ pdf │ cs.CL
• Applications of Social Media in Hydroinformatics: A Survey (2019) │ pdf │ cs.SI
• A Review of Modularization Techniques in Artificial Neural Networks (2019) │ pdf │ cs.LG
• The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers (2018-2019) │ pdf │ cs.CL
• Survey of Computer Vision and Machine Learning in Gastrointestinal Endoscopy (2019) │ pdf │ physics.med-ph
• Neural Architecture Search: A Survey (2018-2019) │ pdf │ stat.ML
• A Survey on Face Data Augmentation (2019) │ pdf │ cs.CV
• Video Object Segmentation and Tracking: A Survey (2019) │ pdf │ cs.CV
• Using Machine Learning and Natural Language Processing to Review and Classify the Medical Literature on Cancer Susceptibility Genes (2019) │ pdf │ cs.IR
• Deep Learning for Classification of Hyperspectral Data: A Comparative Review (2019) │ pdf │ cs.LG
• A Systematic and Meta-analysis Survey of Whale Optimization Algorithm (2019) │ pdf │ cs.NE
• A survey on Big Data and Machine Learning for Chemistry (2019) │ pdf │ physics.chem-ph
• Data-Driven Interaction Review of an Ed-Tech Application (2018-2019) │ pdf │ cs.CY
• Understanding Neural Networks via Feature Visualization: A survey (2019) │ pdf │ cs.LG
• An Introduction to Person Re-identification with Generative Adversarial Networks (2019) │ pdf │ cs.CV
• Histopathologic Image Processing: A Review (2019) │ pdf │ cs.CV
• Theoretical Foundations of Defeasible Description Logics (2019) │ pdf │ cs.AI
• Object Detection with Deep Learning: A Review (2018-2019) │ pdf │ cs.CV
• Tutorial: Safe and Reliable Machine Learning (2019) │ pdf │ cs.LG
• A Discussion on Solving Partial Differential Equations using Neural Networks (2019) │ pdf │ cs.LG
• A Selective Overview of Deep Learning (2019) │ pdf │ stat.ML
• A Hitchhiker’s Guide to Statistical Comparisons of Reinforcement Learning Algorithms (2019) │ pdf │ stat.ME
• A Short Survey On Memory Based Reinforcement Learning (2019) │ pdf │ cs.AI
• Texture image analysis and texture classification methods - A review (2019) │ pdf │ cs.CV
• Conditional Density Estimation with Neural Networks: Best Practices and Benchmarks (2019) │ pdf │ stat.ML
• Short Text Topic Modeling Techniques, Applications, and Performance: A Survey (2019) │ pdf │ cs.IR
• Legal Area Classification: A Comparative Study of Text Classifiers on Singapore Supreme Court Judgments (2019) │ pdf │ cs.CL
• Adversarial Attacks on Deep Learning Models in Natural Language Processing: A Survey (2019) │ pdf │ cs.CL
• Advances in Natural Language Question Answering: A Review (2019) │ pdf │ cs.CL
• Image and Video Compression with Neural Networks: A Review (2019) │ pdf │ cs.CV
• Handling temporality of clinical events with application to Adverse Drug Event detection in Electronic Health Records: A scoping review (2019) │ pdf │ cs.LG
• When Gaussian Process Meets Big Data: A Review of Scalable GPs (2018-2019) │ pdf │ stat.ML
• A survey on Deep Learning Advances on Different 3D Data Representations (2018-2019) │ pdf │ cs.CV
• A Systematic Literature Review about the impact of Artificial Intelligence on Autonomous Vehicle Safety (2019) │ pdf │ cs.CY
• Towards Computational Models and Applications of Insect Visual Systems for Motion Perception: A Review (2019) │ pdf │ cs.CV
• A comparative study of physics-informed neural network models for learning unknown dynamics and constitutive relations (2019) │ pdf │ cs.LG
• A frame semantic overview of NLP-based information extraction for cancer-related EHR notes (2019) │ pdf │ q-bio.QM
• A Survey on Practical Applications of Multi-Armed and Contextual Bandits (2019) │ pdf │ cs.LG
• Face Recognition in Low Quality Images: A Survey (2018-2019) │ pdf │ cs.CV
• Recommendation Systems for Tourism Based on Social Networks: A Survey (2019) │ pdf │ cs.IR
• Intelligent Processing in Vehicular Ad hoc Networks: a Survey (2019) │ pdf │ cs.NI
• Pitfalls and Best Practices in Algorithm Configuration (2017-2019) │ pdf │ cs.AI
• Colorectal cancer diagnosis from histology images: A comparative study (2019) │ pdf │ cs.CV
• Radiological images and machine learning: trends, perspectives, and prospects (2019) │ pdf │ eess.IV
• The Semantic Web Rule Language Expressiveness Extensions-A Survey (2019) │ pdf │ cs.AI
• A Review of Learning with Deep Generative Models from Perspective of Graphical Modeling (2018-2019) │ pdf │ cs.LG
• Machine learning approaches in Detecting the Depression from Resting-state Electroencephalogram (EEG): A Review Study (2019) │ pdf │ q-bio.NC
• A unified spectra analysis workflow for the assessment of microbial contamination of ready to eat green salads: Comparative study and application of non-invasive sensors (2019) │ pdf │ cs.LG
• Trait of Gait: A Survey on Gait Biometrics (2019) │ pdf │ cs.CV
• Eigenvalue and Generalized Eigenvalue Problems: Tutorial (2019) │ pdf │ stat.ML
• Locomotion and gesture tracking in mice and small animals for neurosceince applications: A survey (2019) │ pdf │ cs.CV
• Computational and Robotic Models of Early Language Development: A Review (2019) │ pdf │ cs.CL
• A Survey of Knowledge Representation in Service Robotics (2018-2019) │ pdf │ cs.RO
• A Model Counter’s Guide to Probabilistic Systems (2019) │ pdf │ cs.LO
• Hyperbox based machine learning algorithms: A comprehensive survey (2019) │ pdf │ cs.LG
• Recent advances in conversational NLP : Towards the standardization of Chatbot building (2019) │ pdf │ cs.CL
• Deep Learning on Mobile Devices - A Review (2019) │ pdf │ cs.LG
• Machine Learning for Data-Driven Movement Generation: a Review of the State of the Art (2019) │ pdf │ cs.LG
• A brief introduction to the Grey Machine Learning (2018-2019) │ pdf │ stat.ML
• Survey of state-of-the-art mixed data clustering algorithms (2018-2019) │ pdf │ cs.LG
• A Review of Reinforcement Learning for Autonomous Building Energy Management (2019) │ pdf │ cs.LG
• Survey of Text-based Epidemic Intelligence: A Computational Linguistic Perspective (2019) │ pdf │ cs.CL
• Overview of the Ugglan Entity Discovery and Linking System (2019) │ pdf │ cs.CL
• Visual Semantic Information Pursuit: A Survey (2019) │ pdf │ cs.CV
• Survey of Computational Approaches to Lexical Semantic Change (2018-2019) │ pdf │ cs.CL
• Deep Learning for Automated Medical Image Analysis (2019) │ pdf │ cs.CV
• A Survey of Learning in Multiagent Environments: Dealing with Non-Stationarity (2017-2019) │ pdf │ cs.MA
• Mathematical foundations of matrix syntax (2017-2019) │ pdf │ cs.CL
• A Comparative Study of Fruit Detection and Counting Methods for Yield Mapping in Apple Orchards (2018-2019) │ pdf │ cs.CV
• A Primer on Causality in Data Science (2018-2019) │ pdf │ stat.AP
• Imaging and Classification Techniques for Seagrass Mapping and Monitoring: A Comprehensive Survey (2019) │ pdf │ cs.CV
• Neural network models and deep learning - a primer for biologists (2019) │ pdf │ q-bio.NC
• How Generative Adversarial Networks and Their Variants Work: An Overview (2017-2019) │ pdf │ cs.LG
• Deep learning in bioinformatics: introduction, application, and perspective in big data era (2019) │ pdf │ q-bio.QM
• Architecting Dependable Learning-enabled Autonomous Systems: A Survey (2019) │ pdf │ cs.SE
• Tutorials on X-ray Phase Contrast Imaging: Some Fundamentals and Some Conjectures on Future Developments (2019) │ pdf │ eess.IV
• Social Credibility Incorporating Semantic Analysis and Machine Learning: A Survey of the State-of-the-Art and Future Research Directions (2019) │ pdf │ cs.SI
• Foundations of Sequence-to-Sequence Modeling for Time Series (2018-2019) │ pdf │ cs.LG
• Artificial Intelligence in Intelligent Tutoring Robots: A Systematic Review and Design Guidelines (2019) │ pdf │ cs.AI
• A Review on Automatic License Plate Recognition System (2019) │ pdf │ cs.CV
• A Review, Framework and R toolkit for Exploring, Evaluating, and Comparing Visualizations (2019) │ pdf │ cs.LG
• Survey of Bayesian Networks Applications to Intelligent Autonomous Vehicles (2019) │ pdf │ cs.AI
• Resolving Conflicts in Clinical Guidelines using Argumentation (2019) │ pdf │ cs.AI
• Incremental Cluster Validity Indices for Hard Partitions: Extensions and Comparative Study (2019) │ pdf │ cs.LG
• Deep Learning for Video Game Playing (2017-2019) │ pdf │ cs.AI
• Learning Compositional Representations of Interacting Systems with Restricted Boltzmann Machines: Comparative Study of Lattice Proteins (2019) │ pdf │ cs.LG
• Self-supervised Visual Feature Learning with Deep Neural Networks: A Survey (2019) │ pdf │ cs.CV
• Multimodal music information processing and retrieval: survey and future challenges (2019) │ pdf │ cs.MM
• Learning Theory and Support Vector Machines - a primer (2019) │ pdf │ cs.LG
• Cross-Modal Music Retrieval and Applications: An Overview of Key Methodologies (2019) │ pdf │ cs.IR
• Continual Lifelong Learning with Neural Networks: A Review (2018-2019) │ pdf │ cs.LG
• Machine learning based hyperspectral image analysis: A survey (2018-2019) │ pdf │ cs.CV
• Fourier Neural Networks: A Comparative Study (2019) │ pdf │ cs.NE
• A Comprehensive Overview of Biometric Fusion (2019) │ pdf │ cs.CV
• Deep Reinforcement Learning for Multi-Agent Systems: A Review of Challenges, Solutions and Applications (2018-2019) │ pdf │ cs.LG
• Explanation in Human-AI Systems: A Literature Meta-Review, Synopsis of Key Ideas and Publications, and Bibliography for Explainable AI (2019) │ pdf │ cs.AI
• Deep Tree Transductions - A Short Survey (2019) │ pdf │ cs.LG
• Declarative Data Analytics: a Survey (2019) │ pdf │ cs.DB
• Explaining Explanations: An Overview of Interpretability of Machine Learning (2018-2019) │ pdf │ cs.AI
• Ear Recognition: More Than a Survey (2016-2019) │ pdf │ cs.CV
• Characterization of migrated seismic volumes using texture attributes: a comparative study (2019) │ pdf │ cs.CV
• Deep Learning in Mobile and Wireless Networking: A Survey (2018-2019) │ pdf │ cs.NI
• A short review on Applications of Deep learning for Cyber security (2018-2019) │ pdf │ cs.CR
• A comparative study of counterfactual estimators (2017-2019) │ pdf │ stat.ML
• Approximating Spectral Clustering via Sampling: a Review (2019) │ pdf │ cs.LG
• Brief Review of Computational Intelligence Algorithms (2019) │ pdf │ cs.NE
• Spatio-temporal Action Recognition: A Survey (2019) │ pdf │ cs.CV
• Monocular Depth Estimation: A Survey (2019) │ pdf │ cs.CV
• Context in Neural Machine Translation: A Review of Models and Evaluations (2019) │ pdf │ cs.CL
• Word Embeddings: A Survey (2019) │ pdf │ cs.CL
• Securing Tag-based recommender systems against profile injection attacks: A comparative study. (Extended Report) (2019) │ pdf │ cs.IR
• Anomaly Detection in Road Traffic Using Visual Surveillance: A Survey (2019) │ pdf │ cs.CV
• Deep Learning for Anomaly Detection: A Survey (2019) │ pdf │ cs.LG
• Pedestrian Attribute Recognition: A Survey (2019) │ pdf │ cs.CV
• A Short Survey on Probabilistic Reinforcement Learning (2019) │ pdf │ cs.LG
• Deep learning-based electroencephalography analysis: a systematic review (2019) │ pdf │ cs.LG
• Deep Learning in Spiking Neural Networks (2018-2019) │ pdf │ cs.NE
• Combating Fake News: A Survey on Identification and Mitigation Techniques (2019) │ pdf │ cs.LG
• Genetic Algorithms and the Traveling Salesman Problem a historical Review (2019) │ pdf │ cs.NE
• Analysis Methods in Neural Language Processing: A Survey (2018-2019) │ pdf │ cs.CL
• Approaching Ethical Guidelines for Data Scientists (2019) │ pdf │ stat.OT
• Natural Disasters Detection in Social Media and Satellite imagery: a survey (2019) │ pdf │ cs.IR
• An introduction to domain adaptation and transfer learning (2018-2019) │ pdf │ cs.LG
• Hybrid Recommender Systems: A Systematic Literature Review (2019) │ pdf │ cs.IR
• Indoor Scene Understanding in 2.5/3D for Autonomous Agents: A Survey (2018-2019) │ pdf │ cs.CV
• A Comprehensive guide to Bayesian Convolutional Neural Network with Variational Inference (2019) │ pdf │ cs.LG
• Guidelines and Benchmarks for Deployment of Deep Learning Models on Smartphones as Real-Time Apps (2019) │ pdf │ cs.LG
• A Comparative Study on Vocabulary Reduction for Phrase Table Smoothing (2019) │ pdf │ cs.CL
• Sheaves: A Topological Approach to Big Data (2019) │ pdf │ cs.LG
• Particle Swarm Optimization: A survey of historical and recent developments with hybridization perspectives (2018-2019) │ pdf │ cs.NE
• Introduction to Voice Presentation Attack Detection and Recent Advances (2019) │ pdf │ cs.SD
• Chaotic Quantum Double Delta Swarm Algorithm using Chebyshev Maps: Theoretical Foundations, Performance Analyses and Convergence Issues (2018-2019) │ pdf │ cs.NE
• Face Recognition: A Novel Multi-Level Taxonomy based Survey (2019) │ pdf │ cs.CV
• Automatic differentiation in ML: Where we are and where we should be going (2018-2019) │ pdf │ cs.LG
• FPGA-based Accelerators of Deep Learning Networks for Learning and Classification: A Review (2019) │ pdf │ cs.NE
• Place recognition: An Overview of Vision Perspective (2017-2018) │ pdf │ cs.CV
• Machine Translation: A Literature Review (2018) │ pdf │ cs.CL
• Knowledge Representation Learning: A Quantitative Review (2018) │ pdf │ cs.CL
• A Summary of Adaptation of Techniques from Search-based Optimal Multi-Agent Path Finding Solvers to Compilation-based Approach (2018) │ pdf │ cs.AI
• Classification of radiology reports by modality and anatomy: A comparative study (2018) │ pdf │ cs.LG
• A Review on The Use of Deep Learning in Android Malware Detection (2018) │ pdf │ cs.CR
• A Gentle Introduction to Deep Learning in Medical Image Processing (2018) │ pdf │ cs.CV
• Computational Anatomy for Multi-Organ Analysis in Medical Imaging: A Review (2018) │ pdf │ cs.CV
• A Survey of Hierarchy Identification in Social Networks (2018) │ pdf │ cs.CL
• A comparative study of texture attributes for characterizing subsurface structures in seismic volumes (2018) │ pdf │ cs.CV
• A Tour of Unsupervised Deep Learning for Medical Image Analysis (2018) │ pdf │ eess.IV
• A Review of Meta-Reinforcement Learning for Deep Neural Networks Architecture Search (2018) │ pdf │ cs.LG
• An overview of deep learning in medical imaging focusing on MRI (2018) │ pdf │ cs.CV
• A Survey on Methods and Theories of Quantized Neural Networks (2018) │ pdf │ cs.LG
• Deep Face Image Retrieval: a Comparative Study with Dictionary Learning (2018) │ pdf │ cs.CV
• Algorithms Inspired by Nature: A Survey (2018) │ pdf │ cs.NE
• Recent Advances in Autoencoder-Based Representation Learning (2018) │ pdf │ cs.LG
• A Functional Taxonomy of Music Generation Systems (2018) │ pdf │ cs.SD
• No Peek: A Survey of private distributed deep learning (2018) │ pdf │ cs.LG
• A Survey on Artificial Intelligence Trends in Spacecraft Guidance Dynamics and Control (2018) │ pdf │ cs.NE
• Finding the needle in high-dimensional haystack: A tutorial on canonical correlation analysis (2018) │ pdf │ stat.ML
• Latent Dirichlet Allocation (LDA) and Topic modeling: models, applications, a survey (2017-2018) │ pdf │ cs.IR
• A Technical Survey on Statistical Modelling and Design Methods for Crowdsourcing Quality Control (2018) │ pdf │ cs.HC
• Cross-spectral Periocular Recognition: A Survey (2018) │ pdf │ cs.CV
• State-Space Abstractions for Probabilistic Inference: A Systematic Review (2018) │ pdf │ cs.AI
• Feature Extraction for Temporal Signal Recognition: An Overview (2018) │ pdf │ eess.AS
• An Introduction to Deep Reinforcement Learning (2018) │ pdf │ cs.LG
• Modeling of Facial Aging and Kinship: A Survey (2018) │ pdf │ cs.CV
• An Overview on Application of Machine Learning Techniques in Optical Networks (2018) │ pdf │ cs.NI
• A snapshot on nonstandard supervised learning problems: taxonomy, relationships and methods (2018) │ pdf │ cs.LG
• A Review on Recommendation Systems: Context-aware to Social-based (2018) │ pdf │ cs.IR
• Towards Identifying and Managing Sources of Uncertainty in AI and Machine Learning Models - An Overview (2018) │ pdf │ cs.LG
• Automated Algorithm Selection: Survey and Perspectives (2018) │ pdf │ cs.LG
• Neuro-memristive Circuits for Edge Computing: A review (2018) │ pdf │ cs.ET
• A Survey on Joint Object Detection and Pose Estimation using Monocular Vision (2018) │ pdf │ cs.CV
• Deep Reinforcement Learning: An Overview (2017-2018) │ pdf │ cs.LG
• Nonlinear Dynamics of Binocular Rivalry: A Comparative Study (2018) │ pdf │ cs.NE
• An Unified Intelligence-Communication Model for Multi-Agent System Part-I: Overview (2018) │ pdf │ cs.AI
• Detailed Investigation of Deep Features with Sparse Representation and Dimensionality Reduction in CBIR: A Comparative Study (2018) │ pdf │ cs.CV
• A Comparative Study of Quality and Content-Based Spatial Pooling Strategies in Image Quality Assessment (2018) │ pdf │ eess.IV
• Automatic Language Identification in Texts: A Survey (2018) │ pdf │ cs.CL
• A Comparative Study of Computational Aesthetics (2018) │ pdf │ eess.IV
• Past, Present, and Future Approaches Using Computer Vision for Animal Re-Identification from Camera Trap Data (2018) │ pdf │ cs.CV
• An Introduction to Image Synthesis with Generative Adversarial Nets (2018) │ pdf │ cs.CV
• Monotonic classification: an overview on algorithms, performance measures and data sets (2018) │ pdf │ cs.AI
• A Comparative Study of Rule Extraction for Recurrent Neural Networks (2018) │ pdf │ cs.LG
• Corpus Phonetics Tutorial (2018) │ pdf │ cs.CL
• Deep Neural Network Concepts for Background Subtraction: A Systematic Review and Comparative Evaluation (2018) │ pdf │ cs.CV
• An Introductory Survey on Attention Mechanisms in NLP Problems (2018) │ pdf │ cs.CL
• Correction of AI systems by linear discriminants: Probabilistic foundations (2018) │ pdf │ cs.LG
• A Tour of Reinforcement Learning: The View from Continuous Control (2018) │ pdf │ math.OC
• A Very Brief and Critical Discussion on AutoML (2018) │ pdf │ cs.AI
• Activation Functions: Comparison of trends in Practice and Research for Deep Learning (2018) │ pdf │ cs.LG
• Introduction to the 1st Place Winning Model of OpenImages Relationship Detection Challenge (2018) │ pdf │ cs.CV
• Fused Gromov-Wasserstein distance for structured objects: theoretical foundations and mathematical properties (2018) │ pdf │ stat.ML
• A Very Brief Introduction to Machine Learning With Applications to Communication Systems (2018) │ pdf │ cs.IT
• Stochastic Modified Equations and Dynamics of Stochastic Gradient Algorithms I: Mathematical Foundations (2018) │ pdf │ cs.LG
• Algorithms for screening of Cervical Cancer: A chronological review (2018) │ pdf │ cs.LG
• Survey on Vision-based Path Prediction (2018) │ pdf │ cs.CV
• A tutorial on MDL hypothesis testing for graph analysis (2018) │ pdf │ stat.ML
• Computational Intelligence in Sports: A Systematic Literature Review (2018) │ pdf │ cs.AI
• Neural Style Transfer: A Review (2017-2018) │ pdf │ cs.CV
• Big Data Meet Cyber-Physical Systems: A Panoramic Survey (2018) │ pdf │ cs.LG
• A Hitchhiker’s Guide On Distributed Training of Deep Neural Networks (2018) │ pdf │ cs.LG
• Machine Learning in Network Centrality Measures: Tutorial and Outlook (2018) │ pdf │ cs.LG
• From Word to Sense Embeddings: A Survey on Vector Representations of Meaning (2018) │ pdf │ cs.CL
• The speaker-independent lipreading play-off; a survey of lipreading machines (2018) │ pdf │ cs.CV
• A Survey of Multi-View Representation Learning (2016-2018) │ pdf │ cs.LG
• Outcome-Oriented Predictive Process Monitoring: Review and Benchmark (2017-2018) │ pdf │ cs.AI
• Security Matters: A Survey on Adversarial Machine Learning (2018) │ pdf │ cs.LG
• Model Selection Techniques – An Overview (2018) │ pdf │ stat.ML
• Online Learning: A Comprehensive Survey (2018) │ pdf │ cs.LG
• Deep Facial Expression Recognition: A Survey (2018) │ pdf │ cs.CV
• A Short Survey of Topological Data Analysis in Time Series and Systems Analysis (2018) │ pdf │ cs.IR
• Attribute-aware Collaborative Filtering: Survey and Classification (2018) │ pdf │ cs.IR
• Applications of Deep Reinforcement Learning in Communications and Networking: A Survey (2018) │ pdf │ cs.NI
• Learning-Theoretic Foundations of Algorithm Configuration for Combinatorial Partitioning Problems (2016-2018) │ pdf │ cs.DS
• Deep Reinforcement Learning (2018) │ pdf │ cs.LG
• A Comprehensive Survey of Deep Learning for Image Captioning (2018) │ pdf │ cs.CV
• Deep Learning for Image Denoising: A Survey (2018) │ pdf │ cs.CV
• Conceptual Knowledge Markup Language: An Introduction (2018) │ pdf │ cs.AI
• Learning Deep Representations for Semantic Image Parsing: a Comprehensive Overview (2018) │ pdf │ cs.CV
• Meta-Learning: A Survey (2018) │ pdf │ cs.LG
• A Survey on Periocular Biometrics Research (2018) │ pdf │ cs.CV
• Benchmarking Evolutionary Algorithms For Single Objective Real-valued Constrained Optimization - A Critical Review (2018) │ pdf │ cs.NE
• Modeling Influence with Semantics in Social Networks: a Survey (2018) │ pdf │ cs.IR
• Verification for Machine Learning, Autonomy, and Neural Networks Survey (2018) │ pdf │ cs.AI
• A Comparative Study of Neural Network Models for Sentence Classification (2018) │ pdf │ cs.CL
• A Brief Survey on Autonomous Vehicle Possible Attacks, Exploits and Vulnerabilities (2018) │ pdf │ cs.HC
• An Overview of Blockchain Integration with Robotics and Artificial Intelligence (2018) │ pdf │ cs.AI
• Adversarial Attacks and Defences: A Survey (2018) │ pdf │ cs.LG
• Soft Computing Techniques for Change Detection in remotely sensed images : A Review (2015-2018) │ pdf │ cs.NE
• A Comparative Study: Adaptive Fuzzy Inference Systems for Energy Prediction in Urban Buildings (2018) │ pdf │ cs.AI
• Text Similarity in Vector Space Models: A Comparative Study (2018) │ pdf │ cs.CL
• A Survey of Conventional and Artificial Intelligence / Learning based Resource Allocation and Interference Mitigation Schemes in D2D Enabled Networks (2018) │ pdf │ cs.AI
• Answering the “why” in Answer Set Programming - A Survey of Explanation Approaches (2018) │ pdf │ cs.AI
• Deep Learning for Environmentally Robust Speech Recognition: An Overview of Recent Developments (2017-2018) │ pdf │ cs.SD
• Adversarial Training in Affective Computing and Sentiment Analysis: Recent Advances and Perspectives (2018) │ pdf │ cs.CL
• Subsampling MCMC - An introduction for the survey statistician (2018) │ pdf │ stat.ME
• Machine Translation Evaluation Resources and Methods: A Survey (2016-2018) │ pdf │ cs.CL
• A survey of advances in epistemic logic program solvers (2018) │ pdf │ cs.AI
• Not-so-supervised: a survey of semi-supervised, multi-instance, and transfer learning in medical image analysis (2018) │ pdf │ cs.CV
• Review of Visual Saliency Detection with Comprehensive Information (2018) │ pdf │ cs.CV
• The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches (2018) │ pdf │ cs.CV
• A Brief Review of Real-World Color Image Denoising (2018) │ pdf │ cs.CV
• AI Safety and Reproducibility: Establishing Robust Foundations for the Neuropsychology of Human Values (2017-2018) │ pdf │ cs.AI
• A tutorial on Particle Swarm Optimization Clustering (2018) │ pdf │ cs.NE
• A Summary Description of the A2RD Project (2018) │ pdf │ cs.AI
• Convolutional Dictionary Learning: A Comparative Review and New Algorithms (2017-2018) │ pdf │ cs.LG
• A Survey on Compiler Autotuning using Machine Learning (2018) │ pdf │ cs.PL
• Image computing for fibre-bundle endomicroscopy: A review (2018) │ pdf │ cs.CV
• Securing Tag-based recommender systems against profile injection attacks: A comparative study (2018) │ pdf │ cs.SI
• Correlated Time Series Forecasting using Deep Neural Networks: A Summary of Results (2018) │ pdf │ cs.LG
• Notes on Deep Learning for NLP (2018) │ pdf │ cs.CL
• Theoretical Foundations of the A2RD Project: Part I (2018) │ pdf │ cs.AI
• “Dave…I can assure you…that it’s going to be all right…” – A definition, case for, and survey of algorithmic assurances in human-autonomy trust relationships (2017-2018) │ pdf │ cs.CY
• Review of Deep Learning (2018) │ pdf │ cs.LG
• A Survey on Theoretical Advances of Community Detection in Networks (2018) │ pdf │ cs.SI
• FinBrain: When Finance Meets AI 2.0 (2018) │ pdf │ cs.AI
• A Brief Survey and an Application of Semantic Image Segmentation for Autonomous Driving (2018) │ pdf │ eess.IV
• A trans-disciplinary review of deep learning research for water resources scientists (2017-2018) │ pdf │ stat.ML
• An Overview of Datatype Quantization Techniques for Convolutional Neural Networks (2018) │ pdf │ cs.NE
• A Survey of Modern Object Detection Literature using Deep Learning (2018) │ pdf │ cs.CV
• Feature-Based Aggregation and Deep Reinforcement Learning: A Survey and Some New Implementations (2018) │ pdf │ cs.LG
• Machine Learning for Spatiotemporal Sequence Forecasting: A Survey (2018) │ pdf │ cs.LG
• Recovering 6D Object Pose: A Review and Multi-modal Analysis (2017-2018) │ pdf │ cs.CV
• Inferring User Interests in Microblogging Social Networks: A Survey (2017-2018) │ pdf │ cs.IR
• A Survey on Surrogate Approaches to Non-negative Matrix Factorization (2018) │ pdf │ cs.LG
• Transfer Learning Enhanced Common Spatial Pattern Filtering for Brain Computer Interfaces (BCIs): Overview and a New Approach (2018) │ pdf │ cs.HC
• Feature Dimensionality Reduction for Video Affect Classification: A Comparative Study (2018) │ pdf │ cs.LG
• Importance of the Mathematical Foundations of Machine Learning Methods for Scientific and Engineering Applications (2018) │ pdf │ stat.ML
• A Survey on Deep Transfer Learning (2018) │ pdf │ cs.LG
• Deep Learning (2018) │ pdf │ stat.ML
• A Review on the Application of Natural Computing in Environmental Informatics (2018) │ pdf │ cs.NE
• Deep learning in agriculture: A survey (2018) │ pdf │ cs.LG
• ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design (2018) │ pdf │ cs.CV
• A Survey of Machine and Deep Learning Methods for Internet of Things (IoT) Security (2018) │ pdf │ cs.CR
• A Guide to Constraining Effective Field Theories with Machine Learning (2018) │ pdf │ hep-ph
• Recent Advances in Convolutional Neural Network Acceleration (2018) │ pdf │ cs.LG
• Recent Advances in Deep Learning: An Overview (2018) │ pdf │ cs.LG
• An overview and comparative analysis of Recurrent Neural Networks for Short Term Load Forecasting (2017-2018) │ pdf │ cs.NE
• Attention Models in Graphs: A Survey (2018) │ pdf │ cs.AI
• Survey on Deep Learning Techniques for Person Re-Identification Task (2018) │ pdf │ cs.CV
• Network Representation Learning: A Survey (2017-2018) │ pdf │ cs.SI
• Wild Patterns: Ten Years After the Rise of Adversarial Machine Learning (2017-2018) │ pdf │ cs.CV
• Comparative study of Discrete Wavelet Transforms and Wavelet Tensor Train decomposition to feature extraction of FTIR data of medicinal plants (2018) │ pdf │ eess.SP
• Visual Affordance and Function Understanding: A Survey (2018) │ pdf │ cs.CV
• Machine Translation using Semantic Web Technologies: A Survey (2017-2018) │ pdf │ cs.CL
• A Survey on Expert Recommendation in Community Question Answering (2018) │ pdf │ cs.SI
• Artificial Intelligence for Long-Term Robot Autonomy: A Survey (2018) │ pdf │ cs.RO
• Quantitative Phase Imaging and Artificial Intelligence: A Review (2018) │ pdf │ cs.CV
• Feature Selection for Gender Classification in TUIK Life Satisfaction Survey (2018) │ pdf │ cs.LG
• State-of-the-art and gaps for deep learning on limited training data in remote sensing (2018) │ pdf │ cs.CV
• Moving Objects Analytics: Survey on Future Location & Trajectory Prediction Methods (2018) │ pdf │ cs.LG
• Symbol Emergence in Cognitive Developmental Systems: a Survey (2018) │ pdf │ cs.AI
• A Tutorial on Bayesian Optimization (2018) │ pdf │ stat.ML
• Gaussian Processes and Kernel Methods: A Review on Connections and Equivalences (2018) │ pdf │ stat.ML
• An Overview of Robust Subspace Recovery (2018) │ pdf │ cs.LG
• A Review of Different Word Embeddings for Sentiment Classification using Deep Learning (2018) │ pdf │ cs.IR
• Sensors, SLAM and Long-term Autonomy: A Review (2018) │ pdf │ cs.CV
• A Comparative Study on using Principle Component Analysis with Different Text Classifiers (2018) │ pdf │ cs.IR
• Ballistocardiogram Signal Processing: A Literature Review (2018) │ pdf │ eess.SP
• The Matrix Calculus You Need For Deep Learning (2018) │ pdf │ cs.LG
• Deep Learning and its Application to LHC Physics (2018) │ pdf │ hep-ex
• Detecting Mammals in UAV Images: Best Practices to address a substantially Imbalanced Dataset with Deep Learning (2018) │ pdf │ cs.CV
• A comparative study of artificial intelligence and human doctors for the purpose of triage and diagnosis (2018) │ pdf │ cs.AI
• Bayesian methods for low-rank matrix estimation: short survey and theoretical study (2013-2018) │ pdf │ stat.ML
• An Overview of Perception Methods for Horticultural Robots: From Pollination to Harvest (2018) │ pdf │ cs.CV
• Deep Reinforcement Learning: An Overview (2018) │ pdf │ cs.LG
• The Foundations of Deep Learning with a Path Towards General Intelligence (2018) │ pdf │ cs.AI
• A Survey Of Methods For Explaining Black Box Models (2018) │ pdf │ cs.CY
• A Review of Network Inference Techniques for Neural Activation Time Series (2018) │ pdf │ stat.ML
• How to Maximize the Spread of Social Influence: A Survey (2018) │ pdf │ cs.SI
• A Survey of Recent DNN Architectures on the TIMIT Phone Recognition Task (2018) │ pdf │ cs.CL
• Restricted Boltzmann Machines: Introduction and Review (2018) │ pdf │ cs.LG
• Classification of remote sensing images using attribute profiles and feature profiles from different trees: a comparative study (2018) │ pdf │ cs.CV
• Comparative survey of visual object classifiers (2018) │ pdf │ eess.IV
• Comparative survey: People detection, tracking and multi-sensor Fusion in a video sequence (2018) │ pdf │ eess.IV
• Semantic Video Segmentation: A Review on Recent Approaches (2018) │ pdf │ cs.CV
• Supervised Speech Separation Based on Deep Learning: An Overview (2017-2018) │ pdf │ cs.CL
• A Survey of Automatic Facial Micro-expression Analysis: Databases, Methods and Challenges (2018) │ pdf │ cs.CV
• A Survey on Open Information Extraction (2018) │ pdf │ cs.CL
• Diachronic word embeddings and semantic shifts: a survey (2018) │ pdf │ cs.CL
• A review on distance based time series classification (2018) │ pdf │ stat.ML
• ML + FV = $\heartsuit$? A Survey on the Application of Machine Learning to Formal Verification (2018) │ pdf │ cs.SE
• Lecture Notes on Fair Division (2018) │ pdf │ cs.AI
• Defense Against the Dark Arts: An overview of adversarial example security research and future research directions (2018) │ pdf │ cs.LG
• Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review (2017-2018) │ pdf │ cs.CV
• Generative Adversarial Nets for Information Retrieval: Fundamentals and Advances (2018) │ pdf │ cs.IR
• A Comparative Study on Unsupervised Domain Adaptation Approaches for Coffee Crop Mapping (2018) │ pdf │ cs.CV
• Model-free, Model-based, and General Intelligence (2018) │ pdf │ cs.AI
• State Representation Learning for Control: An Overview (2018) │ pdf │ cs.AI
• A Primer on Causal Analysis (2018) │ pdf │ cs.LG
• Deep Learning for IoT Big Data and Streaming Analytics: A Survey (2017-2018) │ pdf │ cs.NI
• Revisiting Singing Voice Detection: a Quantitative Review and the Future Outlook (2018) │ pdf │ cs.SD
• Recent advances and opportunities in scene classification of aerial images with deep models (2018) │ pdf │ cs.CV
• Emotion Detection in Text: a Review (2018) │ pdf │ cs.CL
• A Survey of Domain Adaptation for Neural Machine Translation (2018) │ pdf │ cs.CL
• How convolutional neural network see the world - A survey of convolutional neural network visualization methods (2018) │ pdf │ cs.CV
• A survey of dimensionality reduction techniques based on random projection (2017-2018) │ pdf │ cs.LG
• Anaphora and Coreference Resolution: A Review (2018) │ pdf │ cs.CL
• Autonomous Vehicles that Interact with Pedestrians: A Survey of Theory and Practice (2018) │ pdf │ cs.RO
• Review of Applications of Generalized Regression Neural Networks in Identification and Control of Dynamic Systems (2018) │ pdf │ cs.NE
• Accelerating CNN inference on FPGAs: A Survey (2018) │ pdf │ cs.DC
• Static and Dynamic Robust PCA and Matrix Completion: A Review (2018) │ pdf │ cs.IT
• Deep Visual Domain Adaptation: A Survey (2018) │ pdf │ cs.CV
• Automated Verification of Neural Networks: Advances, Challenges and Perspectives (2018) │ pdf │ cs.AI
• AGI Safety Literature Review (2018) │ pdf │ cs.AI
• Reinforcement Learning and Control as Probabilistic Inference: Tutorial and Review (2018) │ pdf │ cs.LG
• RGB-Depth SLAM Review (2018) │ pdf │ cs.CV
• How Developers Iterate on Machine Learning Workflows – A Survey of the Applied Machine Learning Literature (2018) │ pdf │ cs.LG
• A Brief Introduction to Machine Learning for Engineers (2017-2018) │ pdf │ cs.LG
• Graph-based Ontology Summarization: A Survey (2018) │ pdf │ cs.IR
• Facial Landmark Detection: a Literature Survey (2018) │ pdf │ cs.CV
• Visual Analytics in Deep Learning: An Interrogative Survey for the Next Frontiers (2018) │ pdf │ cs.HC
• Survey and cross-benchmark comparison of remaining time prediction methods in business process monitoring (2018) │ pdf │ cs.AI
• Quantum Machine Learning (2016-2018) │ pdf │ quant-ph
• Variational Inference: A Review for Statisticians (2016-2018) │ pdf │ stat.CO
• Deep Learning for Genomics: A Concise Overview (2018) │ pdf │ q-bio.GN
• A Review on Facial Micro-Expressions Analysis: Datasets, Features and Metrics (2018) │ pdf │ cs.CV
• The State of the Art in Developing Fuzzy Ontologies: A Survey (2018) │ pdf │ cs.AI
• A review of neuro-fuzzy systems based on intelligent control (2018) │ pdf │ cs.AI
• A Survey of Machine Learning for Big Code and Naturalness (2017-2018) │ pdf │ cs.SE
• Image Based Camera Localization: an Overview (2016-2018) │ pdf │ cs.CV
• A Tutorial on Deep Learning for Music Information Retrieval (2017-2018) │ pdf │ cs.CV
• Text Detection and Recognition in images: A survey (2018) │ pdf │ cs.CV
• A Taxonomy for Neural Memory Networks (2018) │ pdf │ cs.LG
• Artificial Intelligence-Based Techniques for Emerging Robotics Communication: A Survey and Future Perspectives (2018) │ pdf │ eess.SP
• The Logical Essentials of Bayesian Reasoning (2018) │ pdf │ cs.AI
• The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation (2018) │ pdf │ cs.CL
• Notes on stable learning with piecewise-linear basis functions (2018) │ pdf │ math.OC
• RGB-D-based Human Motion Recognition with Deep Learning: A Survey (2017-2018) │ pdf │ cs.CV
• False Information on Web and Social Media: A Survey (2018) │ pdf │ cs.SI
• Brief Notes on Hard Takeoff, Value Alignment, and Coherent Extrapolated Volition (2017-2018) │ pdf │ cs.AI
• Swarm Intelligence: Past, Present and Future (2018) │ pdf │ cs.NE
• Inseparability and Conservative Extensions of Description Logic Ontologies: A Survey (2018) │ pdf │ cs.AI
• Notes on computational-to-statistical gaps: predictions using statistical physics (2018) │ pdf │ stat.ML
• Survey of Face Detection on Low-quality Images (2018) │ pdf │ cs.CV
• A comparative study of feature selection methods for stress hotspot classification in materials (2018) │ pdf │ stat.ML
• Deep Probabilistic Programming Languages: A Qualitative Study (2018) │ pdf │ cs.AI
• Review on Optical Image Hiding and Watermarking Techniques (2018) │ pdf │ cs.CV
• Comparative study of motion detection methods for video surveillance systems (2018) │ pdf │ cs.CV
• Target detection in synthetic aperture radar imagery: a state-of-the-art survey (2018) │ pdf │ eess.IV
• Machine learning of neuroimaging to diagnose cognitive impairment and dementia: a systematic review and comparative analysis (2018) │ pdf │ q-bio.NC
• Deep Learning For Computer Vision Tasks: A review (2018) │ pdf │ cs.CV
• Pilot Comparative Study of Different Deep Features for Palmprint Identification in Low-Quality Images (2018) │ pdf │ cs.CV
• A Survey of Deep Network Solutions for Learning Control in Robotics: From Reinforcement to Imitation (2016-2018) │ pdf │ cs.RO
• Self-Organization and Artificial Life: A Review (2018) │ pdf │ nlin.AO
• Detection and Resolution of Rumours in Social Media: A Survey (2017-2018) │ pdf │ cs.CL
• A Survey on Multi-View Clustering (2017-2018) │ pdf │ cs.LG
• Relief-Based Feature Selection: Introduction and Review (2017-2018) │ pdf │ cs.DS
• Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet? (2017-2018) │ pdf │ cs.CV
• Guide Me: Interacting with Deep Networks (2018) │ pdf │ cs.CV
• A Systematic Review of Automated Grammar Checking in English Language (2018) │ pdf │ cs.CL
• A Review of Literature on Parallel Constraint Solving (2018) │ pdf │ cs.AI
• A Survey on Deep Learning Methods for Robot Vision (2018) │ pdf │ cs.CV
• An Overview of Vulnerabilities of Voice Controlled Systems (2018) │ pdf │ cs.CR
• What Do We Understand About Convolutional Networks? (2018) │ pdf │ cs.CV
• A Survey of Deep Learning Techniques for Mobile Robot Applications (2018) │ pdf │ cs.CV
• A Survey on Neural Network-Based Summarization Methods (2018) │ pdf │ cs.CL
• Universal features of price formation in financial markets: perspectives from Deep Learning (2018) │ pdf │ q-fin.ST
• An Introduction to Deep Visual Explanation (2017-2018) │ pdf │ stat.ML
• Toolflows for Mapping Convolutional Neural Networks on FPGAs: A Survey and Future Directions (2018) │ pdf │ cs.CV
• A Survey on Deep Learning Toolkits and Libraries for Intelligent User Interfaces (2018) │ pdf │ cs.HC
• Review on Computer Vision Techniques in Emergency Situation (2017-2018) │ pdf │ cs.CV
• A Non-Technical Survey on Deep Convolutional Neural Network Architectures (2018) │ pdf │ cs.CV
• A Comparative Study of Pairwise Learning Methods based on Kernel Ridge Regression (2018) │ pdf │ stat.ML
• Overview of Approximate Bayesian Computation (2018) │ pdf │ stat.CO
• A Multi-Disciplinary Review of Knowledge Acquisition Methods: From Human to Autonomous Eliciting Agents (2018) │ pdf │ cs.AI
• Threat of Adversarial Attacks on Deep Learning in Computer Vision: A Survey (2018) │ pdf │ cs.CV
• Introduction to the SP theory of intelligence (2018) │ pdf │ cs.AI
• A Survey of Location Prediction on Twitter (2017-2018) │ pdf │ cs.SI
• Facial Expression Analysis under Partial Occlusion: A Survey (2018) │ pdf │ cs.CV
• Deep EHR: A Survey of Recent Advances in Deep Learning Techniques for Electronic Health Record (EHR) Analysis (2017-2018) │ pdf │ cs.LG
• Recent Advances in Recurrent Neural Networks (2017-2018) │ pdf │ cs.NE
• A survey on trajectory clustering analysis (2018) │ pdf │ cs.CV
• Machine learning for Internet of Things data analysis: A survey (2018) │ pdf │ cs.LG
• Artificial intelligence and pediatrics: A synthetic mini review (2018) │ pdf │ cs.AI
• Theoretical Foundations of Forward Feature Selection Methods based on Mutual Information (2017-2018) │ pdf │ stat.ML
• Tracking Noisy Targets: A Review of Recent Object Tracking Approaches (2018) │ pdf │ cs.CV
• Computer-Aided Knee Joint Magnetic Resonance Image Segmentation - A Survey (2018) │ pdf │ cs.CV
• Quantum machine learning: a classical perspective (2017-2018) │ pdf │ quant-ph
• A comparative study of fairness-enhancing interventions in machine learning (2018) │ pdf │ stat.ML
• Recent Advances in Efficient Computation of Deep Convolutional Neural Networks (2018) │ pdf │ cs.CV
• Deep learning in radiology: an overview of the concepts and a survey of the state of the art (2018) │ pdf │ cs.CV
• Autonomous Agents Modelling Other Agents: A Comprehensive Survey and Open Problems (2017-2018) │ pdf │ cs.AI
• Embodied Evolution in Collective Robotics: A Review (2017-2018) │ pdf │ cs.NE
• A Practical Guide to Multi-image Alignment (2018) │ pdf │ eess.IV
• Automatic segmenting teeth in X-ray images: Trends, a novel data set, benchmarking and future perspectives (2018) │ pdf │ cs.CV
• Optimization Methods for Large-Scale Machine Learning (2016-2018) │ pdf │ stat.ML
• Recent Advances in Neural Program Synthesis (2018) │ pdf │ cs.AI
• Visual Interpretability for Deep Learning: a Survey (2018) │ pdf │ cs.CV
• Automatic differentiation in machine learning: a survey (2015-2018) │ pdf │ cs.SC
• A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications (2017-2018) │ pdf │ cs.AI
• The Benefits of Population Diversity in Evolutionary Algorithms: A Survey of Rigorous Runtime Analyses (2018) │ pdf │ cs.NE
• An overview of deep learning based methods for unsupervised and semi-supervised anomaly detection in videos (2018) │ pdf │ cs.CV
• Deep Learning for Sentiment Analysis : A Survey (2018) │ pdf │ cs.CL
• Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation (2017-2018) │ pdf │ cs.CL
• Comparative Study of ECO and CFNet Trackers in Noisy Environment (2018) │ pdf │ cs.CV
• A Review of Multiple Try MCMC algorithms for Signal Processing (2018) │ pdf │ stat.CO
• A Tutorial on Modeling and Inference in Undirected Graphical Models for Hyperspectral Image Analysis (2018) │ pdf │ cs.CV
• The challenge of simultaneous object detection and pose estimation: a comparative study (2018) │ pdf │ cs.CV
• 3D Scanning: A Comprehensive Survey (2018) │ pdf │ cs.CV
• Survey on Emotional Body Gesture Recognition (2018) │ pdf │ cs.CV
• Automated dataset generation for image recognition using the example of taxonomy (2018) │ pdf │ cs.CV
• Review: Metaheuristic Search-Based Fuzzy Clustering Algorithms (2018) │ pdf │ cs.NE
• A Survey of Word Embeddings Evaluation Methods (2018) │ pdf │ cs.CL
• Network Structure Inference, A Survey: Motivations, Methods, and Applications (2016-2018) │ pdf │ cs.SI
• Global overview of Imitation Learning (2018) │ pdf │ stat.ML
• Big Data Analytics for Wireless and Wired Network Design: A Survey (2018) │ pdf │ cs.NI
• A Practitioners’ Guide to Transfer Learning for Text Classification using Convolutional Neural Networks (2018) │ pdf │ cs.CL
• Plagiarism: Taxonomy, Tools and Detection Techniques (2018) │ pdf │ cs.IR
• An Overview of Machine Teaching (2018) │ pdf │ cs.LG
• Deep Learning: An Introduction for Applied Mathematicians (2018) │ pdf │ math.HO
• Graph Summarization Methods and Applications: A Survey (2016-2018) │ pdf │ cs.IR
• Artificial Intelligence (AI) Methods in Optical Networks: A Comprehensive Survey (2018) │ pdf │ cs.AI
• A Gentle Tutorial of Recurrent Neural Network with Error Backpropagation (2016-2018) │ pdf │ cs.LG
• A Review of 40 Years of Cognitive Architecture Research: Core Cognitive Abilities and Practical Applications (2016-2018) │ pdf │ cs.AI
• Comparative Study on Generative Adversarial Networks (2018) │ pdf │ cs.LG
• A guide to convolution arithmetic for deep learning (2016-2018) │ pdf │ stat.ML
• A Survey on Dialogue Systems: Recent Advances and New Frontiers (2017-2018) │ pdf │ cs.CL
• Distributed Constraint Optimization Problems and Applications: A Survey (2016-2018) │ pdf │ cs.AI
• Blessing of dimensionality: mathematical foundations of the statistical physics of data (2018) │ pdf │ cs.LG
• Automatic Breast Ultrasound Image Segmentation: A Survey (2017-2018) │ pdf │ cs.CV
• Keyframe-based monocular SLAM: design, survey, and future directions (2016-2018) │ pdf │ cs.CV
• A Comprehensive Survey of Ontology Summarization: Measures and Methods (2018) │ pdf │ cs.IR
• A practical tutorial on autoencoders for nonlinear feature fusion: Taxonomy, models, software and guidelines (2018) │ pdf │ cs.LG
• Deep Learning: A Critical Appraisal (2018) │ pdf │ cs.AI
• Quality assessment metrics for edge detection and edge-aware filtering: A tutorial review (2018) │ pdf │ cs.CV
• Comparative Opinion Mining: A Review (2017) │ pdf │ cs.IR
• Graph Embedding Techniques, Applications, and Performance: A Survey (2017) │ pdf │ cs.SI
• Contemporary machine learning: a guide for practitioners in the physical sciences (2017) │ pdf │ physics.comp-ph
• Use of Deep Learning in Modern Recommendation System: A Summary of Recent Works (2017) │ pdf │ cs.LG
• Hypothesis Testing for High-Dimensional Multinomials: A Selective Review (2017) │ pdf │ stat.ML
• A practical guide and software for analysing pairwise comparison experiments (2017) │ pdf │ stat.AP
• Relation Extraction : A Survey (2017) │ pdf │ cs.CL
• Deep Learning for Sensor-based Activity Recognition: A Survey (2017) │ pdf │ cs.CV
• Mathematics of Deep Learning (2017) │ pdf │ cs.LG
• Regularization and Optimization strategies in Deep Convolutional Neural Network (2017) │ pdf │ cs.CV
• Review. Machine learning techniques for traffic sign detection (2017) │ pdf │ cs.CV
• From knowledge-based to data-driven modeling of fuzzy rule-based systems: A critical reflection (2017) │ pdf │ cs.AI
• Development of Statewide AADT Estimation Model from Short-Term Counts: A Comparative Study for South Carolina (2017) │ pdf │ cs.LG
• Introduction to Tensor Decompositions and their Applications in Machine Learning (2017) │ pdf │ stat.ML
• Image Registration Techniques: A Survey (2017) │ pdf │ cs.CV
• Neural Text Generation: A Practical Guide (2017) │ pdf │ cs.CL
• The Incredible Shrinking Neural Network: New Perspectives on Learning Representations Through The Lens of Pruning (2017) │ pdf │ cs.NE
• Cooperative Multi-Agent Planning: A Survey (2017) │ pdf │ cs.AI
• A survey of exemplar-based texture synthesis (2017) │ pdf │ cs.CV
• The Evolution of Sentiment Analysis - A Review of Research Topics, Venues, and Top Cited Papers (2016-2017) │ pdf │ cs.CL
• Review on Parameter Estimation in HMRF (2017) │ pdf │ stat.ML
• Spatio-Temporal Data Mining: A Survey of Problems and Methods (2017) │ pdf │ cs.LG
• Introduction to intelligent computing unit 1 (2017) │ pdf │ cs.LG
• Foundations of Declarative Data Analysis Using Limit Datalog Programs (2017) │ pdf │ cs.AI
• Recommender Systems with Random Walks: A Survey (2017) │ pdf │ cs.IR
• Neural-Symbolic Learning and Reasoning: A Survey and Interpretation (2017) │ pdf │ cs.AI
• Robotic Tactile Perception of Object Properties: A Review (2017) │ pdf │ cs.RO
• A Survey on Hardware Implementations of Visual Object Trackers (2017) │ pdf │ eess.IV
• A Tutorial on Canonical Correlation Methods (2017) │ pdf │ cs.LG
• A Comparative Study of Matrix Factorization and Random Walk with Restart in Recommender Systems (2017) │ pdf │ cs.IR
• Regularization for Deep Learning: A Taxonomy (2017) │ pdf │ cs.LG
• Supervised Classification: Quite a Brief Overview (2017) │ pdf │ cs.LG
• Recent Advances in Convolutional Neural Networks (2015-2017) │ pdf │ cs.CV
• Generative Adversarial Networks: An Overview (2017) │ pdf │ cs.CV
• Feature versus Raw Sequence: Deep Learning Comparative Study on Predicting Pre-miRNA (2017) │ pdf │ cs.LG
• Offline Handwritten Signature Verification - Literature Review (2015-2017) │ pdf │ cs.CV
• Recent Advances in Zero-shot Recognition (2017) │ pdf │ cs.CV
• Hyperspectral Unmixing: Ground Truth Labeling, Datasets, Benchmark Performances and Survey (2017) │ pdf │ cs.CV
• A Review of Convolutional Neural Networks for Inverse Problems in Imaging (2017) │ pdf │ eess.IV
• Deep learning in remote sensing: a review (2017) │ pdf │ cs.CV
• A Tutorial on Hawkes Processes for Events in Social Media (2017) │ pdf │ stat.ML
• A Survey on Optical Character Recognition System (2017) │ pdf │ cs.CV
• What Does Explainable AI Really Mean? A New Conceptualization of Perspectives (2017) │ pdf │ cs.AI
• A Brief Survey of Deep Reinforcement Learning (2017) │ pdf │ cs.LG
• A Comparative Study of CNN, BoVW and LBP for Classification of Histopathological Images (2017) │ pdf │ cs.CV
• Survey of Recent Advances in Visual Question Answering (2017) │ pdf │ cs.CV
• A Comprehensive Survey of Deep Learning in Remote Sensing: Theories, Tools and Challenges for the Community (2017) │ pdf │ cs.CV
• A Summary Of The Kernel Matrix, And How To Learn It Effectively Using Semidefinite Programming (2017) │ pdf │ stat.ML
• Markov Brains: A Technical Introduction (2017) │ pdf │ cs.AI
• Data Innovation for International Development: An overview of natural language processing for qualitative data analysis (2017) │ pdf │ cs.CL
• Statistical inference on random dot product graphs: a survey (2017) │ pdf │ stat.ME
• Perspectives for Evaluating Conversational AI (2017) │ pdf │ cs.AI
• A Review of Evaluation Techniques for Social Dialogue Systems (2017) │ pdf │ cs.CL
• Can Deep Neural Networks Match the Related Objects?: A Survey on ImageNet-trained Classification Models (2017) │ pdf │ cs.CV
• Deep learning: Technical introduction (2017) │ pdf │ stat.ML
• Machine learning \& artificial intelligence in the quantum domain (2017) │ pdf │ quant-ph
• Best Practices in Convolutional Networks for Forward-Looking Sonar Image Recognition (2017) │ pdf │ cs.CV
• Compositional Approaches for Representing Relations Between Words: A Comparative Study (2017) │ pdf │ cs.CL
• “I can assure you [$\ldots$] that it’s going to be all right” – A definition, case for, and survey of algorithmic assurances in human-autonomy trust relationships (2017) │ pdf │ cs.CY
• Neural Networks for Safety-Critical Applications - Challenges, Experiments and Perspectives (2017) │ pdf │ cs.SE
• Neural Distributed Autoassociative Memories: A Survey (2017) │ pdf │ cs.NE
• Artificial life, complex systems and cloud computing: a short review (2017) │ pdf │ cs.DC
• A Survey of Efficient Regression of General-Activity Human Poses from Depth Images (2017) │ pdf │ cs.CV
• Recent Advance in Content-based Image Retrieval: A Literature Survey (2017) │ pdf │ cs.MM
• Tensor Networks for Dimensionality Reduction and Large-Scale Optimizations. Part 2 Applications and Future Perspectives (2017) │ pdf │ cs.NA
• Anomaly Detection: Review and preliminary Entropy method tests (2017) │ pdf │ cs.LG
• Advanced statistical methods for eye movement analysis and modeling: a gentle introduction (2015-2017) │ pdf │ physics.data-an
• Recent Advances in the Applications of Convolutional Neural Networks to Medical Image Contour Detection (2017) │ pdf │ cs.CV
• A Survey of Human Activity Recognition Using WiFi CSI (2017) │ pdf │ cs.AI
• Agent-based computing from multi-agent systems to agent-based Models: a visual survey (2017) │ pdf │ cs.SI
• A Review of Methodologies for Natural-Language-Facilitated Human-Robot Cooperation (2017) │ pdf │ cs.RO
• A Survey of Parallel A* (2017) │ pdf │ cs.AI
• Machine Learning for Survival Analysis: A Survey (2017) │ pdf │ cs.LG
• Efficient Processing of Deep Neural Networks: A Tutorial and Survey (2017) │ pdf │ cs.CV
• Importance of Image Enhancement Techniques in Color Image Segmentation: A Comprehensive and Comparative Study (2017) │ pdf │ cs.CV
• A causation coefficient and taxonomy of correlation/causation relationships (2017) │ pdf │ stat.ME
• Game theory models for communication between agents: a review (2017) │ pdf │ cs.GT
• Deep Semantic Segmentation for Automated Driving: Taxonomy, Roadmap and Challenges (2017) │ pdf │ stat.ML
• Multimodal Machine Learning: A Survey and Taxonomy (2017) │ pdf │ cs.LG
• A Survey on Visual Query Systems in the Web Era (extended version) (2017) │ pdf │ cs.DB
• Tensor Networks in a Nutshell (2017) │ pdf │ quant-ph
• A Comparative Study of the Clinical use of Motion Analysis from Kinect Skeleton Data (2017) │ pdf │ cs.CV
• Text Summarization Techniques: A Brief Survey (2017) │ pdf │ cs.CL
• A Brief Survey of Text Mining: Classification, Clustering and Extraction Techniques (2017) │ pdf │ cs.CL
• A Survey of Quantum Learning Theory (2017) │ pdf │ quant-ph
• A Short Survey of Biomedical Relation Extraction Techniques (2017) │ pdf │ cs.CL
• The Challenge of Non-Technical Loss Detection using Artificial Intelligence: A Survey (2016-2017) │ pdf │ cs.AI
• Guidelines for Artificial Intelligence Containment (2017) │ pdf │ cs.AI
• Health Analytics: a systematic review of approaches to detect phenotype cohorts using electronic health records (2017) │ pdf │ stat.ML
• Deep Learning in Robotics: A Review of Recent Research (2017) │ pdf │ cs.RO
• cvpaper.challenge in 2016: Futuristic Computer Vision through 1,600 Papers Survey (2017) │ pdf │ cs.CV
• Improving Adherence to Heart Failure Management Guidelines via Abductive Reasoning (2017) │ pdf │ cs.AI
• Time for a change: a tutorial for comparing multiple classifiers through Bayesian analysis (2016-2017) │ pdf │ stat.ML
• Comparative Study of Inference Methods for Bayesian Nonnegative Matrix Factorisation (2017) │ pdf │ stat.ML
• An Introduction to the Practical and Theoretical Aspects of Mixture-of-Experts Modeling (2017) │ pdf │ stat.ML
• An Introduction to Deep Learning for the Physical Layer (2017) │ pdf │ cs.IT
• A Survey on Resilient Machine Learning (2017) │ pdf │ cs.AI
• A Contemporary Overview of Probabilistic Latent Variable Models (2017) │ pdf │ stat.ML
• A Review of Co-saliency Detection Technique: Fundamentals, Applications, and Challenges (2016-2017) │ pdf │ cs.CV
• Image Segmentation Algorithms Overview (2017) │ pdf │ cs.CV
• A Survey of Recent Advances in CNN-based Single Image Crowd Counting and Density Estimation (2017) │ pdf │ cs.CV
• Survey on Models and Techniques for Root-Cause Analysis (2017) │ pdf │ cs.AI
• Foundations for a Probabilistic Event Calculus (2017) │ pdf │ cs.AI
• Improving Distributed Representations of Tweets - Present and Future (2017) │ pdf │ cs.CL
• Super-Resolution via Deep Learning (2017) │ pdf │ cs.CV
• Automated text summarisation and evidence-based medicine: A survey of two domains (2017) │ pdf │ cs.CL
• A comparative study of breast surface reconstruction for aesthetic outcome assessment (2017) │ pdf │ cs.CV
• Algebraic foundations for qualitative calculi and networks (2016-2017) │ pdf │ cs.AI
• An Overview of Multi-Task Learning in Deep Neural Networks (2017) │ pdf │ cs.LG
• An overview of gradient descent optimization algorithms (2016-2017) │ pdf │ cs.LG
• Collaborative vehicle routing: a survey (2017) │ pdf │ cs.MA
• A Survey on Deep Learning in Medical Image Analysis (2017) │ pdf │ cs.CV
• WiFi based trajectory alignment, calibration and easy site survey using smart phones and foot-mounted IMUs (2017) │ pdf │ stat.ML
• Universal Reinforcement Learning Algorithms: Survey and Experiments (2017) │ pdf │ cs.AI
• Systems of natural-language-facilitated human-robot cooperation: A review (2017) │ pdf │ cs.RO
• SIFT Meets CNN: A Decade Survey of Instance Retrieval (2016-2017) │ pdf │ cs.CV
• Scene Flow Estimation: A Survey (2016-2017) │ pdf │ cs.CV
• A Survey of Neuromorphic Computing and Neural Networks in Hardware (2017) │ pdf │ cs.NE
• Identifying hazardousness of sewer pipeline gas mixture using classification methods: a comparative study (2017) │ pdf │ cs.NE
• Metaheuristic Design of Feedforward Neural Networks: A Review of Two Decades of Research (2017) │ pdf │ cs.NE
• Emotion in Reinforcement Learning Agents and Robots: A Survey (2017) │ pdf │ cs.LG
• Survey of Visual Question Answering: Datasets and Techniques (2017) │ pdf │ cs.CL
• A Survey of Question Answering for Math and Science Problem (2017) │ pdf │ cs.AI
• A Survey of Distant Supervision Methods using PGMs (2017) │ pdf │ cs.AI
• A Biomedical Information Extraction Primer for NLP Researchers (2017) │ pdf │ cs.CL
• A Survey of Deep Learning Methods for Relation Extraction (2017) │ pdf │ cs.CL
• A Survey of Structure from Motion (2017) │ pdf │ cs.CV
• Machine Learning with World Knowledge: The Position and Survey (2017) │ pdf │ cs.AI
• Neural Models for Information Retrieval (2017) │ pdf │ cs.IR
• Geometric deep learning: going beyond Euclidean data (2016-2017) │ pdf │ cs.CV
• Slice-to-volume medical image registration: a survey (2017) │ pdf │ cs.CV
• A Survey of Neural Network Techniques for Feature Extraction from Text (2017) │ pdf │ cs.CL
• Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures (2016-2017) │ pdf │ cs.CL
• A Review on Deep Learning Techniques Applied to Semantic Segmentation (2017) │ pdf │ cs.CV
• Deep Learning for Medical Image Processing: Overview, Challenges and Future (2017) │ pdf │ cs.CV
• A Survey on Learning to Hash (2016-2017) │ pdf │ cs.CV
• A Brief Introduction to the Temporal Group LASSO and its Potential Applications in Healthcare (2017) │ pdf │ stat.ML
• Next Generation Business Intelligence and Analytics: A Survey (2017) │ pdf │ cs.AI
• Ensemble classifier approach in breast cancer detection and malignancy grading- A review (2017) │ pdf │ cs.CV
• Automatic Keyword Extraction for Text Summarization: A Survey (2017) │ pdf │ cs.CL
• A Comparative Study for Predicting Heart Diseases Using Data Mining Classification Methods (2017) │ pdf │ cs.CY
• Best Practices for Applying Deep Learning to Novel Applications (2017) │ pdf │ cs.SE
• A History of Metaheuristics (2017) │ pdf │ cs.AI
• Domain Adaptation for Visual Applications: A Comprehensive Survey (2017) │ pdf │ cs.CV
• A Short Review of Ethical Challenges in Clinical Natural Language Processing (2017) │ pdf │ cs.CL
• LabelBank: Revisiting Global Perspectives for Semantic Segmentation (2017) │ pdf │ cs.CV
• Introduction To The Monogenic Signal (2017) │ pdf │ cs.CV
• Mining Electronic Health Records: A Survey (2017) │ pdf │ cs.IR
• Methods for Mapping Forest Disturbance and Degradation from Optical Earth Observation Data: a Review (2017) │ pdf │ cs.CV
• A Survey of Available Corpora for Building Data-Driven Dialogue Systems (2015-2017) │ pdf │ cs.CL
• Recent Advances in Features Extraction and Description Algorithms: A Comprehensive Survey (2017) │ pdf │ cs.CV
• Introduction to Formal Concept Analysis and Its Applications in Information Retrieval and Related Fields (2017) │ pdf │ cs.IR
• A Gentle Introduction to Epistemic Planning: The DEL Approach (2017) │ pdf │ cs.AI
• Neural Machine Translation and Sequence-to-sequence Models: A Tutorial (2017) │ pdf │ cs.CL
• Neural Information Retrieval: A Literature Review (2016-2017) │ pdf │ cs.IR
• A Survey on Content-Aware Video Analysis for Sports (2017) │ pdf │ cs.CV
• On the Origin of Deep Learning (2017) │ pdf │ cs.LG
• A Comparative Study of Word Embeddings for Reading Comprehension (2017) │ pdf │ cs.CL
• Survey of reasoning using Neural networks (2017) │ pdf │ cs.LG
• Introduction to Nonnegative Matrix Factorization (2017) │ pdf │ cs.NA
• Stochastic Configuration Networks: Fundamentals and Algorithms (2017) │ pdf │ cs.NE
• Extended Object Tracking: Introduction, Overview and Applications (2016-2017) │ pdf │ cs.CV
• Overview: Generalizations of Multi-Agent Path Finding to Real-World Scenarios (2017) │ pdf │ cs.AI
• Towards a Unified Taxonomy of Biclustering Methods (2017) │ pdf │ cs.AI
• Naive Bayes and Text Classification I - Introduction and Theory (2014-2017) │ pdf │ cs.LG
• Underwater Optical Image Processing: A Comprehensive Review (2017) │ pdf │ cs.CV
• Sparse Representation based Multi-sensor Image Fusion: A Review (2017) │ pdf │ cs.CV
• Towards Reading Hidden Emotions: A comparative Study of Spontaneous Micro-expression Spotting and Recognition Methods (2015-2017) │ pdf │ cs.CV
• A Historical Review of Forty Years of Research on CMAC (2017) │ pdf │ cs.NE
• Comparative Study of CNN and RNN for Natural Language Processing (2017) │ pdf │ cs.CL
• Survey of modern Fault Diagnosis methods in networks (2017) │ pdf │ cs.AI
• Why and When Can Deep – but Not Shallow – Networks Avoid the Curse of Dimensionality: a Review (2016-2017) │ pdf │ cs.LG
• Space-Time Representation of People Based on 3D Skeletal Data: A Review (2016-2017) │ pdf │ cs.CV
• Going Deeper into Action Recognition: A Survey (2016-2017) │ pdf │ cs.CV
• Comparative Study Of Data Mining Query Languages (2017) │ pdf │ cs.AI
• Comparative study on supervised learning methods for identifying phytoplankton species (2017) │ pdf │ stat.ML
• Deep Neural Networks - A Brief History (2017) │ pdf │ cs.NE
• A Primer on Coordinate Descent Algorithms (2016-2017) │ pdf │ math.OC
• Shallow and Deep Networks Intrusion Detection System: A Taxonomy and Survey (2017) │ pdf │ cs.CR
• Learning Sparse Structural Changes in High-dimensional Markov Networks: A Review on Methodologies and Theories (2017) │ pdf │ stat.ML
• Deep Learning for Time-Series Analysis (2017) │ pdf │ cs.LG
• Quantitative Analysis of Automatic Image Cropping Algorithms: A Dataset and Comparative Study (2017) │ pdf │ cs.CV
• A Review of Neural Network Based Machine Learning Approaches for Rotor Angle Stability Control (2017) │ pdf │ cs.SY
• A Comparative Study of Algorithms for Realtime Panoramic Video Blending (2016) │ pdf │ cs.CV
• Photo-Quality Evaluation based on Computational Aesthetics: Review of Feature Extraction Techniques (2016) │ pdf │ cs.CV
• Deep Learning and Its Applications to Machine Health Monitoring: A Survey (2016) │ pdf │ cs.LG
• A Survey of Inductive Biases for Factorial Representation-Learning (2016) │ pdf │ cs.LG
• Multiple Instance Learning: A Survey of Problem Characteristics and Applications (2016) │ pdf │ cs.CV
• A Review of Intelligent Practices for Irrigation Prediction (2016) │ pdf │ cs.LG
• Review of state-of-the-arts in artificial intelligence with application to AI safety problem (2016) │ pdf │ cs.AI
• 3D Ultrasound image segmentation: A Survey (2016) │ pdf │ cs.CV
• Unifying Multi-Domain Multi-Task Learning: Tensor and Neural Network Perspectives (2016) │ pdf │ cs.LG
• Decomposition into Low-rank plus Additive Matrices for Background/Foreground Separation: A Review for a Comparative Evaluation with a Large-Scale Dataset (2015-2016) │ pdf │ cs.CV
• Decision Support Systems in Fisheries and Aquaculture: A systematic review (2016) │ pdf │ cs.AI
• An Overview on Data Representation Learning: From Traditional Feature Learning to Recent Deep Learning (2016) │ pdf │ cs.LG
• A Review on Algorithms for Constraint-based Causal Discovery (2016) │ pdf │ cs.AI
• Comparative study of histogram distance measures for re-identification (2016) │ pdf │ cs.CV
• Survey of Expressivity in Deep Neural Networks (2016) │ pdf │ stat.ML
• A Survey of Credit Card Fraud Detection Techniques: Data and Technique Oriented Perspective (2016) │ pdf │ cs.CR
• Generative Deep Neural Networks for Dialogue: A Short Review (2016) │ pdf │ cs.CL
• Video Processing from Electro-optical Sensors for Object Detection and Tracking in Maritime Environment: A Survey (2016) │ pdf │ cs.CV
• The inductive theory of natural selection: summary and synthesis (2014-2016) │ pdf │ q-bio.PE
• An Introduction to MM Algorithms for Machine Learning and Statistical (2016) │ pdf │ stat.CO
• SoK: Applying Machine Learning in Security - A Survey (2016) │ pdf │ cs.CR
• Assessing and tuning brain decoders: cross-validation, caveats, and guidelines (2016) │ pdf │ stat.ML
• Community detection in networks: A user guide (2016) │ pdf │ physics.soc-ph
• Recent Advances in Transient Imaging: A Computer Graphics and Vision Perspective (2016) │ pdf │ cs.CV
• Review of Action Recognition and Detection Methods (2016) │ pdf │ cs.CV
• A Survey of Brain Inspired Technologies for Engineering (2016) │ pdf │ cs.AI
• Recent advances in content based video copy detection (2016) │ pdf │ cs.CV
• Content Selection in Data-to-Text Systems: A Survey (2016) │ pdf │ cs.CL
• Introduction: Cognitive Issues in Natural Language Processing (2016) │ pdf │ cs.CL
• A Survey of Voice Translation Methodologies - Acoustic Dialect Decoder (2016) │ pdf │ cs.CL
• Survey on the Use of Typological Information in Natural Language Processing (2016) │ pdf │ cs.CL
• Person Re-identification: Past, Present and Future (2016) │ pdf │ cs.CV
• Tutorial on Answering Questions about Images with Deep Learning (2016) │ pdf │ cs.CV
• A Tour of TensorFlow (2016) │ pdf │ cs.LG
• Machine Learning Techniques for Stackelberg Security Games: a Survey (2016) │ pdf │ cs.GT
• A partial taxonomy of judgment aggregation rules, and their properties (2015-2016) │ pdf │ cs.AI
• A Tutorial on Distributed (Non-Bayesian) Learning: Problem, Algorithms and Results (2016) │ pdf │ math.OC
• Automatic Sarcasm Detection: A Survey (2016) │ pdf │ cs.CL
• mlr Tutorial (2016) │ pdf │ cs.LG
• Applications of Data Mining (DM) in Science and Engineering: State of the art and perspectives (2016) │ pdf │ cs.AI
• Rule Extraction Algorithm for Deep Neural Networks: A Review (2016) │ pdf │ cs.CV
• A Tutorial about Random Neural Networks in Supervised Learning (2016) │ pdf │ cs.NE
• Bayesian Reinforcement Learning: A Survey (2016) │ pdf │ cs.AI
• Polyp Detection and Segmentation from Video Capsule Endoscopy: A Review (2016) │ pdf │ cs.CV
• Complete Dictionary Recovery over the Sphere I: Overview and the Geometric Picture (2015-2016) │ pdf │ cs.IT
• A Tutorial on Online Supervised Learning with Applications to Node Classification in Social Networks (2016) │ pdf │ cs.LG
• Business Process Deviance Mining: Review and Evaluation (2016) │ pdf │ cs.AI
• Sentiment/Subjectivity Analysis Survey for Languages other than English (2016) │ pdf │ cs.CL
• A Survey of Visual Analysis of Human Motion and Its Applications (2016) │ pdf │ cs.CV
• Survey of resampling techniques for improving classification performance in unbalanced datasets (2016) │ pdf │ stat.AP
• AI Evaluation: past, present and future (2014-2016) │ pdf │ cs.AI
• Lecture Notes on Spectral Graph Methods (2016) │ pdf │ cs.DS
• Lecture Notes on Randomized Linear Algebra (2016) │ pdf │ cs.DS
• Face Alignment In-the-Wild: A Survey (2016) │ pdf │ cs.CV
• Content-based image retrieval tutorial (2016) │ pdf │ stat.ML
• Fractional Calculus In Image Processing: A Review (2016) │ pdf │ cs.CV
• Comparative study and enhancement of Camera Tampering Detection algorithms (2016) │ pdf │ cs.CV
• Automated X-ray Image Analysis for Cargo Security: Critical Review and Future Promise (2016) │ pdf │ cs.CV
• The DLVHEX System for Knowledge Representation: Recent Advances (System Description) (2016) │ pdf │ cs.CL
• A Review of Features for the Discrimination of Twitter Users: Application to the Prediction of Offline Influence (2015-2016) │ pdf │ cs.CL
• Local Feature Detectors, Descriptors, and Image Representations: A Survey (2016) │ pdf │ cs.CV
• Haze Visibility Enhancement: A Survey and Quantitative Benchmarking (2016) │ pdf │ cs.CV
• A Comprehensive Survey on Cross-modal Retrieval (2016) │ pdf │ cs.MM
• Visual Question Answering: A Survey of Methods and Datasets (2016) │ pdf │ cs.CV
• Towards Storytelling from Visual Lifelogging: An Overview (2015-2016) │ pdf │ cs.CV
• A Comprehensive Survey on Pose-Invariant Face Recognition (2015-2016) │ pdf │ cs.CV
• A probabilistic tour of visual attention and gaze shift computational models (2016) │ pdf │ cs.CV
• Incorporating prior knowledge in medical image segmentation: a survey (2016) │ pdf │ cs.CV
• A Survey of Point-of-interest Recommendation in Location-based Social Networks (2016) │ pdf │ cs.IR
• Visualizing Natural Language Descriptions: A Survey (2016) │ pdf │ cs.CL
• Exploring high-level Perspectives on Self-Configuration Capabilities of Systems (2016) │ pdf │ cs.AI
• Learning for Biomedical Information Extraction: Methodological Review of Recent Advances (2016) │ pdf │ cs.CL
• A Taxonomy and Library for Visualizing Learned Features in Convolutional Neural Networks (2016) │ pdf │ cs.CV
• A Survey of Signed Network Mining in Social Media (2015-2016) │ pdf │ cs.SI
• Deep Learning in Bioinformatics (2016) │ pdf │ cs.LG
• A Survey of Pansharpening Methods with A New Band-Decoupled Variational Model (2016) │ pdf │ cs.CV
• Model-Agnostic Interpretability of Machine Learning (2016) │ pdf │ stat.ML
• Multiple Human Tracking in RGB-D Data: A Survey (2016) │ pdf │ cs.CV
• Survey on RGB, 3D, Thermal, and Multimodal Approaches for Facial Expression Recognition: History, Trends, and Affect-related Applications (2016) │ pdf │ cs.CV
• Human vs. Computer Go: Review and Prospect (2016) │ pdf │ cs.AI
• Machine Learning for E-mail Spam Filtering: Review,Techniques and Trends (2016) │ pdf │ cs.LG
• A Survey of Qualitative Spatial and Temporal Calculi – Algebraic and Computational Properties (2016) │ pdf │ cs.AI
• cvpaper.challenge in 2015 - A review of CVPR2015 and DeepSurvey (2016) │ pdf │ cs.CV
• Cognitive Dynamic Systems: A Technical Review of Cognitive Radar (2016) │ pdf │ cs.AI
• Automatic Extraction of Causal Relations from Natural Language Texts: A Comprehensive Survey (2016) │ pdf │ cs.AI
• Towards Bin Packing (preliminary problem survey, models with multiset estimates) (2016) │ pdf │ cs.AI
• Modeling the Mind: A brief review (2015-2016) │ pdf │ cs.AI
• A Survey of Semantic Segmentation (2016) │ pdf │ cs.CV
• Characterizing Quantifier Fuzzification Mechanisms: a behavioral guide for practical applications (2016) │ pdf │ cs.AI
• Notes on Low-rank Matrix Factorization (2015-2016) │ pdf │ cs.NA
• Notes on a model for fuzzy computing (2016) │ pdf │ cs.AI
• Directional Statistics in Machine Learning: a Brief Review (2016) │ pdf │ stat.ML
• Quantum Cognition Beyond Hilbert Space I: Fundamentals (2016) │ pdf │ cs.AI
• Sentiment Analysis of Twitter Data: A Survey of Techniques (2016) │ pdf │ cs.CL
• Articulated Hand Pose Estimation Review (2016) │ pdf │ cs.CV
• Comparative Study of Instance Based Learning and Back Propagation for Classification Problems (2016) │ pdf │ cs.LG
• Tasks for agent-based negotiation teams: Analysis, review, and challenges (2016) │ pdf │ cs.MA
• A Survey on Soft Subspace Clustering (2014-2016) │ pdf │ cs.LG
• Longitudinal Analysis of Discussion Topics in an Online Breast Cancer Community using Convolutional Neural Networks (2016) │ pdf │ cs.CL
• A Sensitivity Analysis of (and Practitioners’ Guide to) Convolutional Neural Networks for Sentence Classification (2015-2016) │ pdf │ cs.CL
• Computing with hardware neurons: spiking or classical? Perspectives of applied Spiking Neural Networks from the hardware side (2016) │ pdf │ cs.NE
• Computational Sociolinguistics: A Survey (2015-2016) │ pdf │ cs.CL
• The CMA Evolution Strategy: A Tutorial (2016) │ pdf │ cs.LG
• Comparative Study of Deep Learning Software Frameworks (2015-2016) │ pdf │ cs.LG
• Machine Learning and Cloud Computing: Survey of Distributed and SaaS Solutions (2016) │ pdf │ cs.DC
• A Tutorial on Deep Neural Networks for Intelligent Systems (2016) │ pdf │ cs.NE
• Socializing the Semantic Gap: A Comparative Survey on Image Tag Assignment, Refinement and Retrieval (2015-2016) │ pdf │ cs.IR
• A Survey on Object Detection in Optical Remote Sensing Images (2016) │ pdf │ cs.CV
• Linear Dimensionality Reduction: Survey, Insights, and Generalizations (2014-2016) │ pdf │ stat.ML
• Human Gender Classification: A Review (2015-2016) │ pdf │ cs.AI
• A Review of Theoretical and Practical Challenges of Trusted Autonomy in Big Data (2016) │ pdf │ cs.CY
• A Survey of Word Reordering in Statistical Machine Translation: Computational Models and Language Phenomena (2015-2016) │ pdf │ cs.CL
• A Primer on the Signature Method in Machine Learning (2016) │ pdf │ stat.ML
• Recent advances on inconsistency indices for pairwise comparisons - a commentary (2015-2016) │ pdf │ cs.AI
• Blind Source Separation: Fundamentals and Recent Advances (A Tutorial Overview Presented at SBrT-2001) (2016) │ pdf │ stat.ML
• A Survey on Domain-Specific Languages for Machine Learning in Big Data (2016) │ pdf │ cs.SE
• Theoretical Analysis of the $k$-Means Algorithm - A Survey (2016) │ pdf │ cs.DS
• Firefly Algorithm for optimization problems with non-continuous variables: A Review and Analysis (2016) │ pdf │ cs.NE
• The Use of Machine Learning Algorithms in Recommender Systems: A Systematic Review (2015-2016) │ pdf │ cs.SE
• A survey of sparse representation: algorithms and applications (2016) │ pdf │ cs.CV
• From quantum foundations via natural language meaning to a theory of everything (2016) │ pdf │ cs.CL
• Overview of Annotation Creation: Processes & Tools (2016) │ pdf │ cs.CL
• A Survey on Social Media Anomaly Detection (2016) │ pdf │ cs.LG
• A Comprehensive Comparative Study of Word and Sentence Similarity Measures (2016) │ pdf │ cs.IR
• Practical Introduction to Clustering Data (2016) │ pdf │ physics.data-an
• Edge Detection for Pattern Recognition: A Survey (2016) │ pdf │ cs.CV
• Deep Learning on FPGAs: Past, Present, and Future (2016) │ pdf │ cs.DC
• Scale-free network optimization: foundations and algorithms (2016) │ pdf │ stat.ML
• Face Recognition: Perspectives from the Real-World (2016) │ pdf │ cs.CV
• A Comparative Study of Ranking-based Semantics for Abstract Argumentation (2016) │ pdf │ cs.AI
• A Survey on Contextual Multi-armed Bandits (2015-2016) │ pdf │ cs.LG
• Discussion on Mechanical Learning and Learning Machine (2016) │ pdf │ cs.AI
• An Overview of Melanoma Detection in Dermoscopy Images Using Image Processing and Machine Learning (2016) │ pdf │ cs.CV
• A Survey on Artificial Intelligence and Data Mining for MOOCs (2016) │ pdf │ cs.AI
• Survey on the attention based RNN model and its applications in computer vision (2016) │ pdf │ cs.CV
• A Taxonomy of Deep Convolutional Neural Nets for Computer Vision (2016) │ pdf │ cs.CV
• Spectral Theory of Unsigned and Signed Graphs. Applications to Graph Clustering: a Survey (2016) │ pdf │ cs.LG
• A Comparative Study of Object Trackers for Infrared Flying Bird Tracking (2016) │ pdf │ cs.CV
• A brief survey on deep belief networks and introducing a new object oriented toolbox (DeeBNet) (2014-2016) │ pdf │ cs.CV
• Supervised Texture Segmentation: A Comparative Study (2016) │ pdf │ cs.CV
• On the Foundations of the Brussels Operational-Realistic Approach to Cognition (2015) │ pdf │ cs.AI
• New Perspectives on $k$-Support and Cluster Norms (2015) │ pdf │ cs.LG
• Deep Learning Algorithms with Applications to Video Analytics for A Smart City: A Survey (2015) │ pdf │ cs.CV
• A Survey of the Trends in Facial and Expression Recognition Databases and Methods (2015) │ pdf │ cs.CV
• Toward a Taxonomy and Computational Models of Abnormalities in Images (2015) │ pdf │ cs.CV
• A Literature Survey of various Fingerprint De-noising Techniques to justify the need of a new De-noising model based upon Pixel Component Analysis (2015) │ pdf │ cs.CV
• An Introduction to Convolutional Neural Networks (2015) │ pdf │ cs.NE
• Taxonomy grounded aggregation of classifiers with different label sets (2015) │ pdf │ cs.AI
• Sentiment Analysis on YouTube: A Brief Survey (2015) │ pdf │ cs.SI
• Foundations of Coupled Nonlinear Dimensionality Reduction (2015) │ pdf │ stat.ML
• A Short Survey on Data Clustering Algorithms (2015) │ pdf │ cs.DS
• Crowd Behavior Analysis: A Review where Physics meets Biology (2015) │ pdf │ cs.CV
• Network-based recommendation algorithms: A review (2015) │ pdf │ cs.IR
• A Random Forest Guided Tour (2015) │ pdf │ math.ST
• Taxonomy of Pathways to Dangerous AI (2015) │ pdf │ cs.AI
• A Survey of Algorithms and Analysis for Adaptive Online Learning (2014-2015) │ pdf │ cs.LG
• The survey of sentiment and opinion mining for behavior analysis of social media (2015) │ pdf │ cs.SI
• Review of Person Re-identification Techniques (2015) │ pdf │ cs.CV
• A Survey: Time Travel in Deep Learning Space: An Introduction to Deep Learning Models and How Deep Learning Models Evolved from the Initial Ideas (2015) │ pdf │ cs.LG
• Regularization and Bayesian Learning in Dynamical Systems: Past, Present and Future (2015) │ pdf │ cs.SY
• A Survey of Online Experiment Design with the Stochastic Multi-Armed Bandit (2015) │ pdf │ stat.ML
• A Practical Guide to Randomized Matrix Computations with MATLAB Implementations (2015) │ pdf │ cs.MS
• Object Oriented Analysis using Natural Language Processing concepts: A Review (2015) │ pdf │ cs.SE
• A Critical Review of Recurrent Neural Networks for Sequence Learning (2015) │ pdf │ cs.LG
• Narrative Science Systems: A Review (2015) │ pdf │ cs.AI
• Survey on Feature Selection (2015) │ pdf │ cs.LG
• A Primer on Neural Network Models for Natural Language Processing (2015) │ pdf │ cs.CL
• Symbol Emergence in Robotics: A Survey (2015) │ pdf │ cs.AI
• A Review of Relational Machine Learning for Knowledge Graphs (2015) │ pdf │ stat.ML
• A Review of Feature Selection Methods Based on Mutual Information (2015) │ pdf │ cs.LG
• A review of learning vector quantization classifiers (2015) │ pdf │ cs.LG
• A survey on feature weighting based K-Means algorithms (2015) │ pdf │ cs.LG
• Learning to Hash for Indexing Big Data - A Survey (2015) │ pdf │ cs.LG
• A Study Investigating Typical Concepts and Guidelines for Ontology Building (2015) │ pdf │ cs.AI
• A Practioner’s Guide to Evaluating Entity Resolution Results (2015) │ pdf │ cs.DB
• Simultaneous Clustering and Model Selection for Multinomial Distribution: A Comparative Study (2015) │ pdf │ cs.LG
• A Novice Guide towards Human Motion Analysis and Understanding (2015) │ pdf │ cs.CV
• A Review of Nonnegative Matrix Factorization Methods for Clustering (2015) │ pdf │ stat.ML
• A review of homomorphic encryption and software tools for encrypted statistical machine learning (2015) │ pdf │ stat.ML
• A Practical Guide to CNNs and Fisher Vectors for Image Instance Retrieval (2015) │ pdf │ cs.CV
• Review and Perspective for Distance Based Trajectory Clustering (2015) │ pdf │ stat.ML
• A Comparative Study on Regularization Strategies for Embedding-based Neural Networks (2015) │ pdf │ cs.CL
• Spectral Clustering and Block Models: A Review And A New Algorithm (2015) │ pdf │ math.ST
• Word sense disambiguation: a survey (2015) │ pdf │ cs.CL
• A review of heterogeneous data mining for brain disorders (2015) │ pdf │ cs.LG
• Evolutionary Multimodal Optimization: A Short Survey (2015) │ pdf │ cs.NE
• Dense v.s. Sparse: A Comparative Study of Sampling Analysis in Scene Classification of High-Resolution Remote Sensing Imagery (2015) │ pdf │ cs.CV
• A Review of Network Traffic Analysis and Prediction Techniques (2015) │ pdf │ cs.NI
• 2 Notes on Classes with Vapnik-Chervonenkis Dimension 1 (2015) │ pdf │ cs.LG
• A Survey of League Championship Algorithm: Prospects and Challenges (2015) │ pdf │ cs.AI
• The mRMR variable selection method: a comparative study for functional data (2015) │ pdf │ stat.ME
• A Survey and Classification of Controlled Natural Languages (2015) │ pdf │ cs.CL
• A review of landmark articles in the field of co-evolutionary computing (2015) │ pdf │ cs.NE
• A Survey on Retrieval of Mathematical Knowledge (2015) │ pdf │ cs.IR
• Graphs in machine learning: an introduction (2015) │ pdf │ stat.ML
• A discussion on the validation tests employed to compare human action recognition methods using the MSR Action3D dataset (2014-2015) │ pdf │ cs.CV
• Multi-Atlas Segmentation of Biomedical Images: A Survey (2014-2015) │ pdf │ cs.CV
• Knowledge Representation in Learning Classifier Systems: A Review (2015) │ pdf │ cs.NE
• Genetic Algorithms for multimodal optimization: a review (2015) │ pdf │ cs.NE
• A Review of Feature and Data Fusion with Medical Images (2015) │ pdf │ cs.CV
• Towards combinatorial clustering: preliminary research survey (2015) │ pdf │ cs.AI
• An Overview of the Asymptotic Performance of the Family of the FastICA Algorithms (2015) │ pdf │ stat.ML
• Statistical and Algorithmic Perspectives on Randomized Sketching for Ordinary Least-Squares – ICML (2015) │ pdf │ stat.ML
• A survey of SMS based Information Systems (2015) │ pdf │ cs.AI
• What is Learning? A primary discussion about information and Representation (2015) │ pdf │ cs.AI
• A Review Paper: Noise Models in Digital Image Processing (2015) │ pdf │ cs.CV
• A Survey of Predictive Modelling under Imbalanced Distributions (2015) │ pdf │ cs.LG
• Theoretical Foundations of Equitability and the Maximal Information Coefficient (2014-2015) │ pdf │ stat.ME
• A comparative study of approaches in user-centered health information retrieval (2015) │ pdf │ cs.IR
• Mining Scientific Papers for Bibliometrics: a (very) Brief Survey of Methods and Tools (2015) │ pdf │ cs.DL
• Visual Summary of Egocentric Photostreams by Representative Keyframes (2015) │ pdf │ cs.CV
• Modeling Representation of Videos for Anomaly Detection using Deep Learning: A Review (2015) │ pdf │ cs.CV
• Comparative study of image registration techniques for bladder video-endoscopy (2015) │ pdf │ cs.CV
• Review Mining for Feature Based Opinion Summarization and Visualization (2015) │ pdf │ cs.IR
• A review of “Mem-computing NP-complete problems in polynomial time using polynomial resources” (arXiv:1411.4798) (2014-2015) │ pdf │ cs.ET
• Hyperspectral pansharpening: a review (2015) │ pdf │ cs.CV
• A comparative study between proposed Hyper Kurtosis based Modified Duo-Histogram Equalization (HKMDHE) and Contrast Limited Adaptive Histogram Equalization (CLAHE) for Contrast Enhancement Purpose of Low Contrast Human Brain CT scan images (2015) │ pdf │ cs.CV
• The Evolution of First Person Vision Methods: A Survey (2014-2015) │ pdf │ cs.CV
• On computable abstractions (a conceptual introduction) (2014-2015) │ pdf │ cs.AI
• A Survey of Classification Techniques in the Area of Big Data (2015) │ pdf │ cs.LG
• Role of Matrix Factorization Model in Collaborative Filtering Algorithm: A Survey (2015) │ pdf │ cs.IR
• A Brief Survey of Recent Edge-Preserving Smoothing Algorithms on Digital Images (2015) │ pdf │ cs.CV
• Efficient Machine Learning for Big Data: A Review (2015) │ pdf │ cs.LG
• A Survey On Video Forgery Detection (2015) │ pdf │ cs.MM
• An Introduction to Logics of Knowledge and Belief (2015) │ pdf │ cs.AI
• A review of mean-shift algorithms for clustering (2015) │ pdf │ cs.LG
• Convolutional Neural Networks for joint object detection and pose estimation: A comparative study (2014-2015) │ pdf │ cs.CV
• A Review of Audio Features and Statistical Models Exploited for Voice Pattern Design (2015) │ pdf │ cs.SD
• Supervised Dictionary Learning and Sparse Representation-A Review (2015) │ pdf │ cs.CV
• Pairwise Constraint Propagation: A Survey (2015) │ pdf │ cs.CV
• Cardiac MR Image Segmentation Techniques: an overview (2015) │ pdf │ cs.CV
• Applications of Artificial Intelligence Techniques to Combating Cyber Crimes: A Review (2015) │ pdf │ cs.AI
• A Survey on Hough Transform, Theory, Techniques and Applications (2015) │ pdf │ cs.CV
• Crowded Scene Analysis: A Survey (2015) │ pdf │ cs.CV
• Beyond Pixels: A Comprehensive Survey from Bottom-up to Semantic Image Segmentation and Cosegmentation (2015) │ pdf │ cs.CV
• Advances in Human Action Recognition: A Survey (2015) │ pdf │ cs.CV
• Generalised Random Forest Space Overview (2015) │ pdf │ cs.LG
• Bayesian Nonparametrics in Topic Modeling: A Brief Tutorial (2015) │ pdf │ stat.ML
• A Survey on Recent Advances of Computer Vision Algorithms for Egocentric Video (2015) │ pdf │ cs.CV
• An Introduction to Matrix Concentration Inequalities (2015) │ pdf │ math.PR
• The SP theory of intelligence: an overview (2013-2015) │ pdf │ cs.AI
• A Taxonomy of Big Data for Optimal Predictive Machine Learning and Data Mining (2015) │ pdf │ stat.ML
• Quantum Structure in Cognition and the Foundations of Human Reasoning (2014) │ pdf │ cs.AI
• Differential Privacy and Machine Learning: a Survey and Review (2014) │ pdf │ cs.LG
• Supertagging: Introduction, learning, and application (2014) │ pdf │ cs.CL
• A survey of modern optical character recognition techniques (2014) │ pdf │ cs.CV
• Object Recognition Using Deep Neural Networks: A Survey (2014) │ pdf │ cs.CV
• Genesis of Altmetrics or Article-level Metrics for Measuring Efficacy of Scholarly Communications: Current Perspectives (2014) │ pdf │ cs.DL
• Playing with Duality: An Overview of Recent Primal-Dual Approaches for Solving Large-Scale Optimization Problems (2014) │ pdf │ cs.NA
• Fuzzy human motion analysis: A review (2014) │ pdf │ cs.CV
• Music Data Analysis: A State-of-the-art Survey (2014) │ pdf │ cs.DB
• ROSS User’s Guide and Reference Manual (Version 1.0) (2014) │ pdf │ cs.AI
• Introduction to ROSS: A New Representational Scheme (2014) │ pdf │ cs.AI
• A Comparative Study of Techniques of Distant Reconstruction of Displacement Fields by using DISTRESS Simulator (2014) │ pdf │ cs.CV
• Comparative Study of View Update Algorithms in Rational Choice Theory (2014) │ pdf │ cs.AI
• Notes on Noise Contrastive Estimation and Negative Sampling (2014) │ pdf │ cs.LG
• XML Information Retrieval:An overview (2014) │ pdf │ cs.IR
• Notes on using Determinantal Point Processes for Clustering with Applications to Text Clustering (2014) │ pdf │ cs.LG
• Vehicle Detection and Tracking Techniques: A Concise Review (2014) │ pdf │ cs.CV
• An Overview of General Performance Metrics of Binary Classifier Systems (2014) │ pdf │ cs.LG
• A Survey on Heterogeneous Face Recognition: Sketch, Infra-red, 3D and Low-resolution (2014) │ pdf │ cs.CV
• Deep Learning in Neural Networks: An Overview (2014) │ pdf │ cs.NE
• Facial Feature Point Detection: A Comprehensive Survey (2014) │ pdf │ cs.CV
• Variational Inference in Sparse Gaussian Process Regression and Latent Variable Models - a Gentle Tutorial (2014) │ pdf │ stat.ML
• Audio Surveillance: a Systematic Review (2014) │ pdf │ cs.SD
• Semantic web service discovery approaches: overview and limitations (2014) │ pdf │ cs.IR
• Parallel and Distributed Collaborative Filtering: A Survey (2014) │ pdf │ cs.IR
• Crowd Labeling: a survey (2013-2014) │ pdf │ cs.AI
• Mobile recommender systems: An overview of technologies and challenges (2014) │ pdf │ cs.IR
• Introduction to Clustering Algorithms and Applications (2014) │ pdf │ cs.LG
• Cuckoo Search: A Brief Literature Review (2014) │ pdf │ math.OC
• Cuckoo Search: Recent Advances and Applications (2014) │ pdf │ math.OC
• Offline Signature-Based Fuzzy Vault (OSFV: Review and New Results (2014) │ pdf │ cs.CV
• Hashing for Similarity Search: A Survey (2014) │ pdf │ cs.DS
• The Mathematical Abstraction Theory, The Fundamentals for Knowledge Representation and Self-Evolving Autonomous Problem Solving Systems (2014) │ pdf │ cs.LO
• A Survey on Two Dimensional Cellular Automata and Its Application in Image Processing (2014) │ pdf │ cs.CV
• Automation of Mathematical Induction as part of the History of Logic (2013-2014) │ pdf │ cs.AI
• A Preliminary Survey of Knowledge Discovery on Smartphone Applications (apps): Principles, Techniques and Research Directions for E-health (2014) │ pdf │ cs.CY
• A Comparative Study of Hidden Web Crawlers (2014) │ pdf │ cs.IR
• A Comparative Study of Meta-heuristic Algorithms for Solving Quadratic Assignment Problem (2014) │ pdf │ cs.AI
• What you need to know about the state-of-the-art computational models of object-vision: A tour through the models (2014) │ pdf │ cs.CV
• A survey on phrase structure learning methods for text classification (2014) │ pdf │ cs.CL
• Notes on discrepancy in the pairwise comparisons method (2013-2014) │ pdf │ cs.DM
• Notes on hierarchical ensemble methods for DAG-structured taxonomies (2014) │ pdf │ cs.AI
• A Hitchhiker’s Guide to Search-Based Software Engineering for Software Product Lines (2014) │ pdf │ cs.SE
• Conceptors: an easy introduction (2014) │ pdf │ cs.NE
• A Practical Introduction to Tensor Networks: Matrix Product States and Projected Entangled Pair States (2013-2014) │ pdf │ cond-mat.str-el
• Web Data Extraction, Applications and Techniques: A Survey (2012-2014) │ pdf │ cs.IR
• Introduction to Neutrosophic Statistics (2014) │ pdf │ cs.AI
• Real Time Object Tracking Based on Inter-frame Coding: A Review (2014) │ pdf │ cs.CV
• Sentiment Analysis: A Survey (2014) │ pdf │ cs.IR
• A Review of Image Mosaicing Techniques (2014) │ pdf │ cs.CV
• An Overview of Face Liveness Detection (2014) │ pdf │ cs.CV
• A Brief History of Web Crawlers (2014) │ pdf │ cs.IR
• Web Content Classification: A Survey (2014) │ pdf │ cs.IR
• A Comparative study Between Fuzzy Clustering Algorithm and Hard Clustering Algorithm (2014) │ pdf │ cs.AI
• Representation Learning: A Review and New Perspectives (2012-2014) │ pdf │ cs.LG
• A Survey of Data Mining Techniques for Social Media Analysis (2013-2014) │ pdf │ cs.SI
• Ensemble Classifiers and Their Applications: A Review (2014) │ pdf │ cs.LG
• A Tutorial on Independent Component Analysis (2014) │ pdf │ cs.LG
• Notes on Generalized Linear Models of Neurons (2014) │ pdf │ cs.NE
• Text Based Approach For Indexing And Retrieval Of Image And Video: A Review (2014) │ pdf │ cs.IR
• A Tutorial on Principal Component Analysis (2014) │ pdf │ cs.LG
• A Taxonomy of Hyperlink Hiding Techniques (2013-2014) │ pdf │ cs.IR
• From ADP to the Brain: Foundations, Roadmap, Challenges and Research Priorities (2014) │ pdf │ cs.NE
• A Comparative Study of Modern Inference Techniques for Structured Discrete Energy Minimization Problems (2014) │ pdf │ cs.CV
• Cellular Automata and Its Applications in Bioinformatics: A Review (2014) │ pdf │ cs.CE
• An Overview of Hierarchical Task Network Planning (2014) │ pdf │ cs.AI
• Difficulty Rating of Sudoku Puzzles: An Overview and Evaluation (2014) │ pdf │ cs.AI
• Information Retrieval (IR) through Semantic Web (SW): An Overview (2014) │ pdf │ cs.IR
• Review of Face Detection Systems Based Artificial Neural Networks Algorithms (2014) │ pdf │ cs.CV
• A survey of dimensionality reduction techniques (2014) │ pdf │ stat.ML
• New Perspectives on k-Support and Cluster Norms (2014) │ pdf │ stat.ML
• Semantics, Modelling, and the Problem of Representation of Meaning – a Brief Survey of Recent Literature (2014) │ pdf │ cs.CL
• A Survey on Dynamic Job Scheduling in Grid Environment Based on Heuristic Algorithms (2014) │ pdf │ cs.DC
• Survey on Sparse Coded Features for Content Based Face Image Retrieval (2014) │ pdf │ cs.IR
• A Survey on Semi-Supervised Learning Techniques (2014) │ pdf │ cs.LG
• A Comparative Study of Machine Learning Methods for Verbal Autopsy Text Classification (2014) │ pdf │ cs.CL
• Discretization of Temporal Data: A Survey (2014) │ pdf │ cs.DB
• Automated Fabric Defect Inspection: A Survey of Classifiers (2014) │ pdf │ cs.CV
• A Unifying Survey of Reinforced, Sensitive and Stigmergic Agent-Based Approaches for E-GTSP (2012-2014) │ pdf │ cs.AI
• A Survey on Metric Learning for Feature Vectors and Structured Data (2013-2014) │ pdf │ cs.LG
• MCA Learning Algorithm for Incident Signals Estimation: A Review (2014) │ pdf │ cs.NE
• A Brief History of Learning Classifier Systems: From CS-1 to XCS (2014) │ pdf │ cs.NE
• A Survey of Multi-Objective Sequential Decision-Making (2014) │ pdf │ cs.AI
• AI Methods in Algorithmic Composition: A Comprehensive Survey (2014) │ pdf │ cs.AI
• A Survey on Latent Tree Models and Applications (2014) │ pdf │ cs.LG
• Infrared face recognition: a comprehensive review of methodologies and databases (2014) │ pdf │ cs.CV
• A Tutorial on Dual Decomposition and Lagrangian Relaxation for Inference in Natural Language Processing (2014) │ pdf │ cs.CL
• A Review of Verbal and Non-Verbal Human-Robot Interactive Communication (2014) │ pdf │ cs.RO
• Logical Foundations of RDF(S) with Datatypes (2014) │ pdf │ cs.LO
• Computational Logic Foundations of KGP Agents (2014) │ pdf │ cs.AI
• Survey On The Estimation Of Mutual Information Methods as a Measure of Dependency Versus Correlation Analysis (2014) │ pdf │ stat.ML
• A survey of methods to ease the development of highly multilingual text mining applications (2014) │ pdf │ cs.CL
• An Overview of Schema Theory (2014) │ pdf │ cs.NE
• A Survey of Volunteered Open Geo-Knowledge Bases in the Semantic Web (2014) │ pdf │ cs.DL
• A Survey on optimization approaches to text document clustering (2014) │ pdf │ cs.IR
• A Comparative Study of Reservoir Computing for Temporal Signal Processing (2014) │ pdf │ cs.NE
• Fighting Sample Degeneracy and Impoverishment in Particle Filters: A Review of Intelligent Approaches (2013-2014) │ pdf │ cs.AI
• Natural Language Processing in Biomedicine: A Unified System Architecture Overview (2014) │ pdf │ cs.CL
• A Review: Expert System for Diagnosis of Myocardial Infarction (2014) │ pdf │ cs.AI
• Medical Image Fusion: A survey of the state of the art (2013) │ pdf │ cs.CV
• Comparative study of Authorship Identification Techniques for Cyber Forensics Analysis (2013) │ pdf │ cs.CY
• A comprehensive review of firefly algorithms (2013) │ pdf │ cs.NE
• Mobile Multimedia Recommendation in Smart Communities: A Survey (2013) │ pdf │ cs.IR
• A Survey on Eye-Gaze Tracking Techniques (2013) │ pdf │ cs.CV
• A Review of Temporal Aspects of Hand Gesture Analysis Applied to Discourse Analysis and Natural Conversation (2013) │ pdf │ cs.HC
• A Review on Automated Brain Tumor Detection and Segmentation from MRI of Brain (2013) │ pdf │ cs.CV
• An introduction to synchronous self-learning Pareto strategy (2013) │ pdf │ cs.NE
• A preliminary survey on optimized multiobjective metaheuristic methods for data clustering using evolutionary approaches (2013) │ pdf │ cs.NE
• One-Class Classification: Taxonomy of Study and Review of Techniques (2013) │ pdf │ cs.LG
• Introduction to Neutrosophic Measure, Neutrosophic Integral, and Neutrosophic Probability (2013) │ pdf │ cs.AI
• Color and Shape Content Based Image Classification using RBF Network and PSO Technique: A Survey (2013) │ pdf │ cs.CV
• Comparative Study Of Image Edge Detection Algorithms (2013) │ pdf │ cs.CV
• A survey on independence-based Markov networks learning (2011-2013) │ pdf │ cs.AI
• A Comparative Study of Histogram Equalization Based Image Enhancement Techniques for Brightness Preservation and Contrast Enhancement (2013) │ pdf │ cs.CV
• Informed Source Separation: A Bayesian Tutorial (2013) │ pdf │ stat.ML
• Notes on Elementary Spectral Graph Theory. Applications to Graph Clustering Using Normalized Cuts (2013) │ pdf │ cs.CV
• A Comparative Study on Linguistic Feature Selection in Sentiment Polarity Classification (2013) │ pdf │ cs.CL
• Kernel Multivariate Analysis Framework for Supervised Subspace Learning: A Tutorial on Linear and Kernel Multivariate Methods (2013) │ pdf │ stat.ML
• Fine-grained Categorization – Short Summary of our Entry for the ImageNet Challenge 2012 (2013) │ pdf │ cs.CV
• An Overview and Evaluation of Various Face and Eyes Detection Algorithms for Driver Fatigue Monitoring Systems (2013) │ pdf │ cs.CV
• Network Anomaly Detection: A Survey and Comparative Analysis of Stochastic and Deterministic Methods (2013) │ pdf │ stat.ML
• A Comparative Study of Human thermal face recognition based on Haar wavelet transform (HWT) and Local Binary Pattern (LBP) (2013) │ pdf │ cs.CV
• A Literature Survey of Benchmark Functions For Global Optimization Problems (2013) │ pdf │ cs.AI
• Bat Algorithm: Literature Review and Applications (2013) │ pdf │ cs.AI
• Firefly Algorithm: Recent Advances and Applications (2013) │ pdf │ math.OC
• A History of Cluster Analysis Using the Classification Society’s Bibliography Over Four Decades (2012-2013) │ pdf │ cs.DL
• Clustering and Community Detection in Directed Networks: A Survey (2013) │ pdf │ cs.SI
• A Review of Machine Learning based Anomaly Detection Techniques (2013) │ pdf │ cs.LG
• Appearance Descriptors for Person Re-identification: a Comprehensive Review (2013) │ pdf │ cs.CV
• A Brief Review of Nature-Inspired Algorithms for Optimization (2013) │ pdf │ cs.NE
• On-line Bayesian parameter estimation in general non-linear state-space models: A tutorial and new results (2013) │ pdf │ stat.CO
• Opinion Mining and Analysis: A survey (2013) │ pdf │ cs.CL
• Artificial Intelligence MArkup Language: A Brief Tutorial (2013) │ pdf │ cs.AI
• A PAC-Bayesian Tutorial with A Dropout Bound (2013) │ pdf │ cs.LG
• A Comparative study of Transportation Problem under Probabilistic and Fuzzy Uncertainties (2013) │ pdf │ cs.AI
• Overview of Web Content Mining Tools (2013) │ pdf │ cs.IR
• An Overview of the Research on Texture Based Plant Leaf Classification (2013) │ pdf │ cs.CV
• Dialogue System: A Brief Review (2013) │ pdf │ cs.CL
• Algebraic foundations of split hypercomplex nonlinear adaptive filtering (2013) │ pdf │ cs.CV
• Infrared face recognition: a literature review (2013) │ pdf │ cs.CV
• A Description Logic Primer (2012-2013) │ pdf │ cs.AI
• Immune System Approaches to Intrusion Detection - A Review (ICARIS) (2013) │ pdf │ cs.CR
• Online Portfolio Selection: A Survey (2012-2013) │ pdf │ q-fin.CP
• Evolution of the user’s content: An Overview of the state of the art (2013) │ pdf │ cs.IR
• Mobile Recommender Systems Methods: An Overview (2013) │ pdf │ cs.IR
• Class Imbalance Problem in Data Mining Review (2013) │ pdf │ cs.LG
• Techniques for Feature Extraction In Speech Recognition System : A Comparative Study (2013) │ pdf │ cs.SD
• Introduction to Judea Pearl’s Do-Calculus (2013) │ pdf │ cs.AI
• A Survey on Multi-view Learning (2013) │ pdf │ cs.LG
• Improvement/Extension of Modular Systems as Combinatorial Reengineering (Survey) (2013) │ pdf │ cs.AI
• Sentiment Analysis : A Literature Survey (2013) │ pdf │ cs.CL
• Off-policy Learning with Eligibility Traces: A Survey (2013) │ pdf │ cs.AI
• Improving Generalization Ability of Genetic Programming: Comparative Study (2013) │ pdf │ cs.NE
• Data, text and web mining for business intelligence: a survey (2013) │ pdf │ cs.IR
• Shadow Detection: A Survey and Comparative Evaluation of Recent Methods (2013) │ pdf │ cs.CV
• Foundations of Probability Theory for AI - The Application of Algorithmic Probability to Problems in Artificial Intelligence (2013) │ pdf │ cs.AI
• Taxonomy, Structure, and Implementation of Evidential Reasoning (2013) │ pdf │ cs.AI
• Summary of A New Normative Theory of Probabilistic Logic (2013) │ pdf │ cs.AI
• A Survey of Appearance Models in Visual Object Tracking (2013) │ pdf │ cs.CV
• A survey on sensing methods and feature extraction algorithms for SLAM problem (2013) │ pdf │ cs.RO
• Intelligent Approaches to interact with Machines using Hand Gesture Recognition in Natural way: A Survey (2013) │ pdf │ cs.HC
• Plausibility Measures: A User’s Guide (2013) │ pdf │ cs.AI
• Theoretical Foundations for Abstraction-Based Probabilistic Planning (2013) │ pdf │ cs.AI
• Cloud Computing framework for Computer Vision Research:An Introduction (2013) │ pdf │ cs.CV
• Sparse Camera Network for Visual Surveillance – A Comprehensive Survey (2013) │ pdf │ cs.CV
• Decision Theoretic Foundations of Graphical Model Selection (2013) │ pdf │ cs.AI
• Hierarchical Mixtures-of-Experts for Exponential Family Regression Models with Generalized Linear Mean Functions: A Survey of Approximation and Consistency Results (2013) │ pdf │ cs.LG
• Solutions to Detect and Analyze Online Radicalization : A Survey (2013) │ pdf │ cs.IR
• A Tutorial on Probabilistic Latent Semantic Analysis (2012) │ pdf │ stat.ML
• Neural Network Influence in Group Technology: A Chronological Survey and Critical Analysis (2010-2012) │ pdf │ cs.AI
• A Comparative Study of Discretization Approaches for Granular Association Rule Mining (2012) │ pdf │ cs.DB
• A Survey on Information Retrieval, Text Categorization, and Web Crawling (2012) │ pdf │ cs.IR
• Towards Design of System Hierarchy (research survey) (2012) │ pdf │ math.OC
• The Survey of Data Mining Applications And Feature Scope (2012) │ pdf │ cs.DB
• A survey of non-exchangeable priors for Bayesian nonparametric models (2012) │ pdf │ stat.ML
• A Brief Review of Data Mining Application Involving Protein Sequence Classification (2012) │ pdf │ cs.DB
• A Comparative Study of Gaussian Mixture Model and Radial Basis Function for Voice Recognition (2012) │ pdf │ cs.LG
• Visual Transfer Learning: Informal Introduction and Literature Overview (2012) │ pdf │ cs.CV
• A Survey on Techniques of Improving Generalization Ability of Genetic Programming Solutions (2012) │ pdf │ cs.NE
• An Atypical Survey of Typical-Case Heuristic Algorithms (2012) │ pdf │ cs.CC
• Algorithm Selection for Combinatorial Search Problems: A Survey (2012) │ pdf │ cs.AI
• Time After Time: Notes on Delays In Spiking Neural P Systems (2012) │ pdf │ cs.NE
• Mean-Field Learning: a Survey (2012) │ pdf │ cs.LG
• Notes on image annotation (2012) │ pdf │ cs.CV
• A Survey on Web Spam Detection Methods: Taxonomy (2012) │ pdf │ cs.IR
• A comparative study on face recognition techniques and neural network (2012) │ pdf │ cs.CV
• A Survey of Multibiometric Systems (2012) │ pdf │ cs.CV
• Natural Language Processing - A Survey (2012) │ pdf │ cs.CL
• Segmentation of Breast Regions in Mammogram Based on Density: A Review (2012) │ pdf │ cs.CV
• Qualitative Modelling via Constraint Programming: Past, Present and Future (2012) │ pdf │ cs.CE
• Hybrid technique for effective knowledge representation & a comparative study (2012) │ pdf │ cs.AI
• Practical recommendations for gradient-based training of deep architectures (2012) │ pdf │ cs.LG
• A Comparative Study of Efficient Initialization Methods for the K-Means Clustering Algorithm (2012) │ pdf │ cs.LG
• A Comparative Study between Moravec and Harris Corner Detection of Noisy Images Using Adaptive Wavelet Thresholding Technique (2012) │ pdf │ cs.CV
• Guidelines for a Dynamic Ontology - Integrating Tools of Evolution and Versioning in Ontology (2012) │ pdf │ cs.SE
• A Survey of Recent View-based 3D Model Retrieval Methods (2012) │ pdf │ cs.CV
• Personalization in Geographic information systems: A survey (2012) │ pdf │ cs.IR
• A Survey Of Activity Recognition And Understanding The Behavior In Video Survelliance (2012) │ pdf │ cs.CV
• Ultrametric Model of Mind, I: Review (2012) │ pdf │ cs.AI
• Comparative Study for Inference of Hidden Classes in Stochastic Block Models (2012) │ pdf │ cs.LG
• Generalizing Redundancy in Propositional Logic: Foundations and Hitting Sets Duality (2012) │ pdf │ cs.LO
• An Introduction to Artificial Prediction Markets for Classification (2011-2012) │ pdf │ stat.ML
• Axiomatic Foundations for a Class of Generalized Expected Utility: Algebraic Expected Utility (2012) │ pdf │ cs.AI
• A Survey on Web Service Discovery Approaches (2012) │ pdf │ cs.IR
• Foundations of Inference (2010-2012) │ pdf │ math.PR
• The Ultrasound Visualization Pipeline - A Survey (2012) │ pdf │ cs.GR
• OCT Segmentation Survey and Summary Reviews and a Novel 3D Segmentation Algorithm and a Proof of Concept Implementation (2012) │ pdf │ cs.CV
• Loopy Belief Propagation in Bayesian Networks : origin and possibilistic perspectives (2012) │ pdf │ cs.AI
• A Brief Summary of Dictionary Learning Based Approach for Classification (revised) (2012) │ pdf │ cs.CV
• A Brief Summary of Dictionary Learning Based Approach for Classification (2012) │ pdf │ cs.CV
• A Comparative Study of Collaborative Filtering Algorithms (2012) │ pdf │ cs.IR
• A Discussion on Parallelization Schemes for Stochastic Vector Quantization Algorithms (2012) │ pdf │ stat.ML
• “I Wanted to Predict Elections with Twitter and all I got was this Lousy Paper” – A Balanced Survey on Election Prediction using Twitter Data (2012) │ pdf │ cs.CY
• Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches (2012) │ pdf │ physics.data-an
• Kernels for Vector-Valued Functions: a Review (2011-2012) │ pdf │ stat.ML
• Evolutionary Computation in Astronomy and Astrophysics: A Review (2012) │ pdf │ cs.AI
• Vision-based Human Gender Recognition: A Survey (2012) │ pdf │ cs.CV
• Very Short Literature Survey From Supervised Learning To Surrogate Modeling (2012) │ pdf │ cs.LG
• A Comparative Study of Adaptive Crossover Operators for Genetic Algorithms to Resolve the Traveling Salesman Problem (2012) │ pdf │ cs.NE
• Mining Education Data to Predict Student’s Retention: A comparative Study (2012) │ pdf │ cs.LG
• Overview of streaming-data algorithms (2012) │ pdf │ cs.DB
• Distributional Measures of Semantic Distance: A Survey (2012) │ pdf │ cs.CL
• Tag-Aware Recommender Systems: A State-of-the-art Survey (2012) │ pdf │ cs.IR
• Data Mining Applications: A comparative Study for Predicting Student’s performance (2012) │ pdf │ cs.IR
• The watershed concept and its use in segmentation : a brief history (2012) │ pdf │ cs.CV
• Comparative study of Financial Time Series Prediction by Artificial Neural Network with Gradient Descent Learning (2011-2012) │ pdf │ cs.NE
• Fractal and Multi-Scale Fractal Dimension analysis: a comparative study of Bouligand-Minkowski method (2012) │ pdf │ cs.CV
• Between theory and practice: guidelines for an optimization scheme with genetic algorithms - Part I: single-objective continuous global optimization (2011) │ pdf │ cs.NE
• Multi-granular Perspectives on Covering (2011) │ pdf │ cs.AI
• Structure Learning of Probabilistic Graphical Models: A Comprehensive Survey (2011) │ pdf │ stat.ML
• XML Information Retrieval Systems: A Survey (2011) │ pdf │ cs.IR
• Discussion on “Techniques for Massive-Data Machine Learning in Astronomy” by A. Gray (2011) │ pdf │ astro-ph.IM
• Consistent Query Answering via ASP from Different Perspectives: Theory and Practice (2011) │ pdf │ cs.DB
• A Survey of Distributed Data Aggregation Algorithms (2011) │ pdf │ cs.DC
• Review on Feature Selection Techniques and the Impact of SVM for Cancer Classification using Gene Expression Profile (2011) │ pdf │ cs.CE
• Visual Inference Specification Methods for Modularized Rulebases. Overview and Integration Proposal (2011) │ pdf │ cs.AI
• Discovering the Impact of Knowledge in Recommender Systems: A Comparative Study (2011) │ pdf │ cs.IR
• Lifted Graphical Models: A Survey (2011) │ pdf │ cs.AI
• Excess entropy in natural language: present state and perspectives (2011) │ pdf │ cs.IT
• A Tutorial on Bayesian Nonparametric Models (2011) │ pdf │ stat.ML
• From decision to action : intentionality, a guide for the specification of intelligent agents’ behaviour (2011) │ pdf │ cs.AI
• A Survey on how Description Logic Ontologies Benefit from Formal Concept Analysis (2011) │ pdf │ cs.LO
• Notes on Electronic Lexicography (2011) │ pdf │ cs.CL
• Generalizing Boolean Satisfiability I: Background and Survey of Existing Work (2011) │ pdf │ cs.AI
• Introduction to Graphical Modelling (2010-2011) │ pdf │ stat.ML
• Decentralized Markets versus Central Control: A Comparative Study (2011) │ pdf │ cs.MA
• A Philosophical Treatise of Universal Induction (2011) │ pdf │ cs.LG
• Human Identity Verification based on Heart Sounds: Recent Advances and Future Directions (2011) │ pdf │ cs.CV
• Quantum Structure in Cognition: Fundamentals and Applications (2011) │ pdf │ cs.AI
• Foundations for Uniform Interpolation and Forgetting in Expressive Description Logics (2011) │ pdf │ cs.LO
• Foundations for Understanding and Building Conscious Systems using Stable Parallel Looped Dynamics (2011) │ pdf │ cs.AI
• A Gentle Introduction to the Kernel Distance (2011) │ pdf │ cs.CG
• Intelligent Semantic Web Search Engines: A Brief Survey (2011) │ pdf │ cs.AI
• Introduction to the Bag of Features Paradigm for Image Classification and Retrieval (2011) │ pdf │ cs.CV
• Support vector machines/relevance vector machine for remote sensing classification: A review (2011) │ pdf │ cs.CV
• Review and Evaluation of Feature Selection Algorithms in Synthetic Problems (2011) │ pdf │ cs.AI
• A Survey Paper on Recommender Systems (2010) │ pdf │ cs.IR
• Survey & Experiment: Towards the Learning Accuracy (2010) │ pdf │ cs.LG
• A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning (2010) │ pdf │ cs.LG
• Survey on Various Gesture Recognition Techniques for Interfacing Machines Based on Ambient Intelligence (2010) │ pdf │ cs.AI
• An Introduction to Conditional Random Fields (2010) │ pdf │ stat.ML
• Convex Analysis and Optimization with Submodular Functions: a Tutorial (2010) │ pdf │ cs.LG
• Learning under Concept Drift: an Overview (2010) │ pdf │ cs.AI
• A Partial Taxonomy of Substitutability and Interchangeability (2010) │ pdf │ cs.AI
• On the Foundations of Adversarial Single-Class Classification (2010) │ pdf │ cs.LG
• Computational Approaches to Measuring the Similarity of Short Contexts : A Review of Applications and Methods (2008-2010) │ pdf │ cs.CL
• Identifying the consequences of dynamic treatment strategies: A decision-theoretic overview (2010) │ pdf │ math.ST
• Fundamentals of Mathematical Theory of Emotional Robots (2010) │ pdf │ cs.RO
• Algorithmic and Statistical Perspectives on Large-Scale Data Analysis (2010) │ pdf │ cs.DS
• A Comprehensive Survey of Data Mining-based Fraud Detection Research (2010) │ pdf │ cs.AI
• Comparative Study of Statistical Skin Detection Algorithms for Sub-Continental Human Images (2010) │ pdf │ cs.CV
• A Brief Introduction to Temporality and Causality (2010) │ pdf │ cs.LG
• Clustering Stability: An Overview (2010) │ pdf │ stat.ML
• Fusion of Wavelet Coefficients from Visual and Thermal Face Images for Human Face Recognition - A Comparative Study (2010) │ pdf │ cs.CV
• Survey of Nearest Neighbor Techniques (2010) │ pdf │ cs.CV
• The DCA:SOMe Comparison A comparative study between two biologically-inspired algorithms (2010) │ pdf │ cs.AI
• A Survey of Paraphrasing and Textual Entailment Methods (2009-2010) │ pdf │ cs.CL
• Neural Networks for Dynamic Shortest Path Routing Problems - A Survey (2009-2010) │ pdf │ cs.NE
• Clustering Time Series Data Stream - A Literature Survey (2010) │ pdf │ cs.IR
• A Short Introduction to Model Selection, Kolmogorov Complexity and Minimum Description Length (MDL) (2010) │ pdf │ cs.LG
• Universal algorithms, mathematics of semirings and parallel computations (2010) │ pdf │ math.NA
• ECG Feature Extraction Techniques - A Survey Approach (2010) │ pdf │ cs.NE
• A Survey on Preprocessing Methods for Web Usage Data (2010) │ pdf │ cs.IR
• Mathematical Foundations for a Compositional Distributional Model of Meaning (2010) │ pdf │ cs.CL
• A Comprehensive Review of Image Enhancement Techniques (2010) │ pdf │ cs.CV
• A Survey of Naïve Bayes Machine Learning approach in Text Document Classification (2010) │ pdf │ cs.LG
• Evaluation of E-Learners Behaviour using Different Fuzzy Clustering Models: A Comparative Study (2010) │ pdf │ cs.CY
• A Comparative Study of Removal Noise from Remote Sensing Image (2010) │ pdf │ cs.CV
• Speech Recognition by Machine, A Review (2010) │ pdf │ cs.CL
• A survey of statistical network models (2009) │ pdf │ stat.ME
• State of the Art Review for Applying Computational Intelligence and Machine Learning Techniques to Portfolio Optimisation (2009) │ pdf │ cs.CE
• A Taxonomy of Collaboration in Online Information Seeking (2009) │ pdf │ cs.IR
• A survey of cross-validation procedures for model selection (2009) │ pdf │ math.ST
• Artificial Dendritic Cells: Multi-faceted Perspectives (2009) │ pdf │ cs.AI
• Introduction to Machine Learning: Class Notes 67577 (2009) │ pdf │ cs.LG
• An introduction to DSmT (2009) │ pdf │ cs.AI
• Foundations of a Multi-way Spectral Clustering Framework for Hybrid Linear Modeling (2008-2009) │ pdf │ stat.ML
• Content-based and Algorithmic Classifications of Journals: Perspectives on the Dynamics of Scientific Communication and Indexer Effects (2008) │ pdf │ physics.data-an
• Introduction to Searching with Regular Expressions (2008) │ pdf │ cs.IR
• Foundations of the Pareto Iterated Local Search Metaheuristic (2008) │ pdf │ cs.AI
• Checking the Quality of Clinical Guidelines using Automated Reasoning Tools (2008) │ pdf │ cs.AI
• Least angle and $\ell_1$ penalized regression: A review (2008) │ pdf │ stat.ME
• Introduction to Relational Networks for Classification (2008) │ pdf │ cs.LG
• Immune System Approaches to Intrusion Detection - A Review (2008) │ pdf │ cs.NE
• Artificial Immune Systems Tutorial (2008) │ pdf │ cs.NE
• Introduction to Multi-Agent Simulation (2008) │ pdf │ cs.NE
• Information Hiding Techniques: A Tutorial Review (2008) │ pdf │ cs.CR
• GUIDE: Unifying Evolutionary Engines through a Graphical User Interface (2007) │ pdf │ cs.NE
• Kernels and Ensembles: Perspectives on Statistical Learning (2007) │ pdf │ stat.ME
• A Tutorial on Spectral Clustering (2007) │ pdf │ cs.DS
• A tutorial on conformal prediction (2007) │ pdf │ cs.LG
• Bayesian Restoration of Digital Images Employing Markov Chain Monte Carlo a Review (2005-2006) │ pdf │ cs.CV
• An Introduction to the DSm Theory for the Combination of Paradoxical, Uncertain, and Imprecise Sources of Information (2006) │ pdf │ cs.AI
• Foundations of Modern Language Resource Archives (2006) │ pdf │ cs.CL
• Notes on Geometric Measure Theory Applications to Image Processing; De-noising, Segmentation, Pattern, Texture, Lines, Gestalt and Occlusion (2006) │ pdf │ cs.CV
• On the Foundations of Universal Sequence Prediction (2006) │ pdf │ cs.LG
• Revealing the Autonomous System Taxonomy: The Machine Learning Approach (2006) │ pdf │ cs.NI
• Stochastic Process Semantics for Dynamical Grammar Syntax: An Overview (2005) │ pdf │ cs.AI
• Dimensions of Neural-symbolic Integration - A Structured Survey (2005) │ pdf │ cs.AI
• A primer on Answer Set Programming (2005) │ pdf │ cs.AI
• Summarization from Medical Documents: A Survey (2005) │ pdf │ cs.CL
• Learning from Web: Review of Approaches (2005) │ pdf │ cs.NE
• An Introduction to the Summarization of Evolving Events: Linear and Non-linear Evolution (2005) │ pdf │ cs.CL
• A Tutorial on the Expectation-Maximization Algorithm Including Maximum-Likelihood Estimation and EM Training of Probabilistic Context-Free Grammars (2004-2005) │ pdf │ cs.CL
• Perspectives for Strong Artificial Life (2005) │ pdf │ cs.AI
• Data Mining for Actionable Knowledge: A Survey (2005) │ pdf │ cs.DB
• Notes on information geometry and evolutionary processes (2004) │ pdf │ nlin.AO
• A tutorial introduction to the minimum description length principle (2004) │ pdf │ math.ST
• Intelligent Systems: Architectures and Perspectives (2004) │ pdf │ cs.AI
• A Comparative Study of Fuzzy Classification Methods on Breast Cancer Data (2004) │ pdf │ cs.AI
• A Comparative Study of Arithmetic Constraints on Integer Intervals (2004) │ pdf │ cs.PL
• Data mining and Privacy in Public Sector using Intelligent Agents (discussion paper) (2003) │ pdf │ cs.CY
• Learning in Multiagent Systems: An Introduction from a Game-Theoretic Perspective (2003) │ pdf │ cs.MA
• Modeling Belief in Dynamic Systems, Part I: Foundations (2003) │ pdf │ cs.AI
• A Connection-Centric Survey of Recommender Systems Research (2002-2003) │ pdf │ cs.IR
• Probabilistic Reasoning as Information Compression by Multiple Alignment, Unification and Search: An Introduction and Overview (2003) │ pdf │ cs.AI
• The Management of Context-Sensitive Features: A Review of Strategies (2002) │ pdf │ cs.LG
• Structure from Motion: Theoretical Foundations of a Novel Approach Using Custom Built Invariants (2002) │ pdf │ cs.CV
• Mathematics of learning (2001) │ pdf │ math.PR
• The alldifferent Constraint: A Survey (2001) │ pdf │ cs.PL
• Web Mining Research: A Survey (2000) │ pdf │ cs.LG
• Probabilistic Constraint Logic Programming. Formal Foundations of Quantitative and Statistical Inference in Constraint-Based Natural Language Processing (2000) │ pdf │ cs.CL
• The Rough Guide to Constraint Propagation (1999) │ pdf │ cs.AI
• An Introduction to Collective Intelligence (1999) │ pdf │ cs.LG
• Probabilistic Inductive Inference:a Survey (1999) │ pdf │ cs.LG
• A Comparison of WordNet and Roget’s Taxonomy for Measuring Semantic Similarity (1998) │ pdf │ cmp-lg
• Semantic Similarity Based on Corpus Statistics and Lexical Taxonomy (1997) │ pdf │ cmp-lg
• Natural Language Generation in Healthcare: Brief Review (1997) │ pdf │ cmp-lg
• A Comparative Study of the Application of Different Learning Techniques to Natural Language Interfaces (1997) │ pdf │ cmp-lg
• Information Extraction - A User Guide (1997) │ pdf │ cmp-lg
• Data-Oriented Language Processing. An Overview (1996) │ pdf │ cmp-lg
• Notes on LR Parser Design (1996) │ pdf │ cmp-lg
• Reinforcement Learning: A Survey (1996) │ pdf │ cs.AI
• Situations and Computation: An Overview of Recent Research (1996) │ pdf │ cmp-lg
• Decision-Theoretic Foundations for Causal Reasoning (1995) │ pdf │ cs.AI
• Natural Language Interfaces to Databases - An Introduction (1995) │ pdf │ cmp-lg
• Three studies of grammar-based surface-syntactic parsing of unrestricted English text. A summary and orientation (1994) │ pdf │ cmp-lg