| Data Augmentation Approaches in Natural Language Processing: A Survey | Oct 5, 2021 | Data AugmentationDiversity | CodeCode Available | 1 |
| Class-Imbalanced Learning on Graphs: A Survey | Apr 9, 2023 | Graph Representation LearningRepresentation Learning | CodeCode Available | 1 |
| Membership Inference Attacks on Machine Learning: A Survey | Mar 14, 2021 | BIG-bench Machine LearningFairness | CodeCode Available | 1 |
| Causal Inference in Recommender Systems: A Survey and Future Directions | Aug 26, 2022 | Causal InferenceClick-Through Rate Prediction | CodeCode Available | 1 |
| Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy | Dec 31, 2023 | Brain Computer InterfaceBrain Decoding | CodeCode Available | 1 |
| CLAD: A realistic Continual Learning benchmark for Autonomous Driving | Oct 7, 2022 | Autonomous DrivingContinual Learning | CodeCode Available | 1 |
| Towards Rationality in Language and Multimodal Agents: A Survey | Jun 1, 2024 | Decision MakingSurvey | CodeCode Available | 1 |
| Beyond Model Adaptation at Test Time: A Survey | Nov 6, 2024 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| Bias and Fairness in Large Language Models: A Survey | Sep 2, 2023 | counterfactualFairness | CodeCode Available | 1 |
| Multimodality Representation Learning: A Survey on Evolution, Pretraining and Its Applications | Feb 1, 2023 | Question AnsweringRepresentation Learning | CodeCode Available | 1 |
| Benchmarking and Survey of Explanation Methods for Black Box Models | Feb 25, 2021 | BenchmarkingSurvey | CodeCode Available | 1 |
| BalanceBenchmark: A Survey for Imbalanced Learning | Feb 15, 2025 | Survey | 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 |
| AutoML: A Survey of the State-of-the-Art | Aug 2, 2019 | AutoMLFeature Engineering | CodeCode Available | 1 |
| Automatic Gaze Analysis: A Survey of Deep Learning based Approaches | Aug 12, 2021 | Deep LearningGaze Estimation | CodeCode Available | 1 |
| A Survey of Classical And Quantum Sequence Models | Dec 15, 2023 | Classificationimage-classification | CodeCode Available | 1 |
| 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 |
| Automated Machine Learning on Graphs: A Survey | Mar 1, 2021 | AutoMLBIG-bench Machine Learning | CodeCode Available | 1 |
| AtsPy: Automated Time Series Forecasting in Python | May 14, 2020 | SurveyTime Series | CodeCode Available | 1 |
| A Comparative Survey of Deep Active Learning | Mar 25, 2022 | Active LearningSurvey | CodeCode Available | 1 |
| A Survey on Text Classification: From Shallow to Deep Learning | Aug 2, 2020 | ClassificationDeep Learning | CodeCode Available | 1 |
| Adversarial Examples in the Physical World: A Survey | Nov 1, 2023 | Survey | CodeCode Available | 1 |
| Optimization with Constraint Learning: A Framework and Survey | Oct 5, 2021 | Survey | CodeCode Available | 1 |
| CommunityLM: Probing Partisan Worldviews from Language Models | Sep 15, 2022 | Survey | CodeCode Available | 1 |
| A Survey On Universal Adversarial Attack | Mar 2, 2021 | Adversarial AttackSurvey | CodeCode Available | 1 |
