| A Unified Survey on Anomaly, Novelty, Open-Set, and Out-of-Distribution Detection: Solutions and Future Challenges | Oct 26, 2021 | Anomaly DetectionNovelty Detection | CodeCode Available | 1 |
| Generalized Out-of-Distribution Detection: A Survey | Oct 21, 2021 | Anomaly DetectionAutonomous Driving | CodeCode Available | 1 |
| Optimization with Constraint Learning: A Framework and Survey | Oct 5, 2021 | Survey | CodeCode Available | 1 |
| Data Augmentation Approaches in Natural Language Processing: A Survey | Oct 5, 2021 | Data AugmentationDiversity | CodeCode Available | 1 |
| Deep Neural Networks and Tabular Data: A Survey | Oct 5, 2021 | Deep LearningSurvey | CodeCode Available | 1 |
| A survey on datasets for fairness-aware machine learning | Oct 1, 2021 | AttributeBIG-bench Machine Learning | CodeCode Available | 1 |
| Activation Functions in Deep Learning: A Comprehensive Survey and Benchmark | Sep 29, 2021 | Deep LearningSurvey | CodeCode Available | 1 |
| A Systematic Survey of Deep Learning-based Single-Image Super-Resolution | Sep 29, 2021 | Deep LearningImage Quality Assessment | CodeCode Available | 1 |
| Named Entity Recognition and Classification on Historical Documents: A Survey | Sep 23, 2021 | Classificationnamed-entity-recognition | CodeCode Available | 1 |
| AI Accelerator Survey and Trends | Sep 18, 2021 | BenchmarkingComputational Efficiency | CodeCode Available | 1 |
| A Survey on Automated Fact-Checking | Aug 26, 2021 | Fact CheckingMisinformation | CodeCode Available | 1 |
| Complex Knowledge Base Question Answering: A Survey | Aug 15, 2021 | Information RetrievalKnowledge Base Question Answering | CodeCode Available | 1 |
| Automatic Gaze Analysis: A Survey of Deep Learning based Approaches | Aug 12, 2021 | Deep LearningGaze Estimation | CodeCode Available | 1 |
| AMMUS : A Survey of Transformer-based Pretrained Models in Natural Language Processing | Aug 12, 2021 | Self-Supervised LearningSurvey | CodeCode Available | 1 |
| Generative adversarial networks in time series: A survey and taxonomy | Jul 23, 2021 | SurveyTime Series | CodeCode Available | 1 |
| A Survey on Role-Oriented Network Embedding | Jul 18, 2021 | ClusteringGraph Mining | CodeCode Available | 1 |
| A Review of Bangla Natural Language Processing Tasks and the Utility of Transformer Models | Jul 8, 2021 | Survey | CodeCode Available | 1 |
| A Survey on Deep Learning Technique for Video Segmentation | Jul 2, 2021 | Autonomous DrivingDeep Learning | CodeCode Available | 1 |
| A Survey on Neural Speech Synthesis | Jun 29, 2021 | Speech SynthesisSurvey | CodeCode Available | 1 |
| Making Images Real Again: A Comprehensive Survey on Deep Image Composition | Jun 28, 2021 | Image HarmonizationObject | CodeCode Available | 1 |
| Deep Learning for Face Anti-Spoofing: A Survey | Jun 28, 2021 | Deep LearningDomain Generalization | CodeCode Available | 1 |
| 3D Object Detection for Autonomous Driving: A Survey | Jun 21, 2021 | 3D Object DetectionAttribute | CodeCode Available | 1 |
| Efficient Deep Learning: A Survey on Making Deep Learning Models Smaller, Faster, and Better | Jun 16, 2021 | Deep LearningInformation Retrieval | CodeCode Available | 1 |
| A Comprehensive Survey on Graph Anomaly Detection with Deep Learning | Jun 14, 2021 | Anomaly DetectionDeep Learning | CodeCode Available | 1 |
| Artificial Intelligence in Drug Discovery: Applications and Techniques | Jun 9, 2021 | Drug DesignDrug Discovery | CodeCode Available | 1 |
| Graph-based Deep Learning for Communication Networks: A Survey | Jun 4, 2021 | Deep LearningGraph Attention | CodeCode Available | 1 |
| Paying Attention to Astronomical Transients: Introducing the Time-series Transformer for Photometric Classification | May 13, 2021 | Classificationfeature selection | CodeCode Available | 1 |
| A Survey of Knowledge Tracing: Models, Variants, and Applications | May 6, 2021 | Knowledge TracingSurvey | CodeCode Available | 1 |
| Software Engineering for AI-Based Systems: A Survey | May 5, 2021 | Autonomous Drivingsoftware testing | CodeCode Available | 1 |
| The Factual Inconsistency Problem in Abstractive Text Summarization: A Survey | Apr 30, 2021 | Abstractive Text SummarizationDecoder | CodeCode Available | 1 |
| Low-Light Image and Video Enhancement Using Deep Learning: A Survey | Apr 21, 2021 | Face DetectionImage Enhancement | CodeCode Available | 1 |
| Statistically-Robust Clustering Techniques for Mapping Spatial Hotspots: A Survey | Mar 22, 2021 | ClusteringSurvey | CodeCode Available | 1 |
| Interpretable Deep Learning: Interpretation, Interpretability, Trustworthiness, and Beyond | Mar 19, 2021 | Adversarial RobustnessDeep Learning | CodeCode Available | 1 |
| A Survey on Spatio-temporal Data Analytics Systems | Mar 17, 2021 | Survey | CodeCode Available | 1 |
| Membership Inference Attacks on Machine Learning: A Survey | Mar 14, 2021 | BIG-bench Machine LearningFairness | CodeCode Available | 1 |
| A Survey on Spoken Language Understanding: Recent Advances and New Frontiers | Mar 4, 2021 | Spoken Language UnderstandingSurvey | CodeCode Available | 1 |
| A Survey On Universal Adversarial Attack | Mar 2, 2021 | Adversarial AttackSurvey | CodeCode Available | 1 |
| Automated Machine Learning on Graphs: A Survey | Mar 1, 2021 | AutoMLBIG-bench Machine Learning | CodeCode Available | 1 |
| Graph Self-Supervised Learning: A Survey | Feb 27, 2021 | Self-Supervised LearningSurvey | CodeCode Available | 1 |
| Countering Malicious DeepFakes: Survey, Battleground, and Horizon | Feb 27, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Knowledge-aware Zero-Shot Learning: Survey and Perspective | Feb 26, 2021 | BIG-bench Machine LearningSurvey | CodeCode Available | 1 |
| Benchmarking and Survey of Explanation Methods for Black Box Models | Feb 25, 2021 | BenchmarkingSurvey | CodeCode Available | 1 |
| Graph Neural Network for Traffic Forecasting: A Survey | Jan 27, 2021 | Demand ForecastingGraph Attention | CodeCode Available | 1 |
| Online Continual Learning in Image Classification: An Empirical Survey | Jan 25, 2021 | ClassificationContinual Learning | CodeCode Available | 1 |
| A Survey On (Stochastic Fractal Search) Algorithm | Jan 25, 2021 | Evolutionary AlgorithmsSurvey | CodeCode Available | 1 |
| Hyperspectral Image Classification-Traditional to Deep Models: A Survey for Future Prospects | Jan 15, 2021 | General ClassificationHyperspectral Image Classification | CodeCode Available | 1 |
| Hyperbolic Deep Neural Networks: A Survey | Jan 12, 2021 | Knowledge GraphsRepresentation Learning | CodeCode Available | 1 |
| Deep Learning-based Face Super-Resolution: A Survey | Jan 11, 2021 | Deep LearningFace Hallucination | CodeCode Available | 1 |
| Machine Learning for Electronic Design Automation: A Survey | Jan 10, 2021 | BIG-bench Machine LearningSurvey | CodeCode Available | 1 |
| A Survey on Deep Learning-based Single Image Crowd Counting: Network Design, Loss Function and Supervisory Signal | Dec 31, 2020 | Crowd CountingManagement | CodeCode Available | 1 |
