| Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark | Nov 12, 2023 | FairnessFederated Learning | CodeCode Available | 1 |
| Image-Based Virtual Try-On: A Survey | Nov 8, 2023 | Image GenerationSurvey | CodeCode Available | 1 |
| Do LLMs exhibit human-like response biases? A case study in survey design | Nov 7, 2023 | Survey | CodeCode Available | 1 |
| Adversarial Examples in the Physical World: A Survey | Nov 1, 2023 | Survey | CodeCode Available | 1 |
| The Mystery of In-Context Learning: A Comprehensive Survey on Interpretation and Analysis | Nov 1, 2023 | In-Context LearningSurvey | CodeCode Available | 1 |
| In Search of Lost Online Test-time Adaptation: A Survey | Oct 31, 2023 | BenchmarkingGPU | CodeCode Available | 1 |
| Exploring Federated Unlearning: Review, Comparison, and Insights | Oct 30, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| Embedding in Recommender Systems: A Survey | Oct 28, 2023 | AutoMLCollaborative Filtering | CodeCode Available | 1 |
| Data Optimization in Deep Learning: A Survey | Oct 25, 2023 | Data AugmentationDeep Learning | CodeCode Available | 1 |
| Toward Flare-Free Images: A Survey | Oct 22, 2023 | Flare RemovalSSIM | CodeCode Available | 1 |
| Lincoln AI Computing Survey (LAICS) Update | Oct 13, 2023 | Survey | CodeCode Available | 1 |
| Learn From Model Beyond Fine-Tuning: A Survey | Oct 12, 2023 | Meta-Learningmodel | CodeCode Available | 1 |
| A Recent Survey of Heterogeneous Transfer Learning | Oct 12, 2023 | SurveyTransfer Learning | CodeCode Available | 1 |
| A Survey on Image-text Multimodal Models | Sep 23, 2023 | Survey | CodeCode Available | 1 |
| A Survey of Hallucination in Large Foundation Models | Sep 12, 2023 | HallucinationSurvey | CodeCode Available | 1 |
| A Survey on Interpretable Cross-modal Reasoning | Sep 5, 2023 | Cross-Modal RetrievalDecision Making | CodeCode Available | 1 |
| Bias and Fairness in Large Language Models: A Survey | Sep 2, 2023 | counterfactualFairness | CodeCode Available | 1 |
| Examining User-Friendly and Open-Sourced Large GPT Models: A Survey on Language, Multimodal, and Scientific GPT Models | Aug 27, 2023 | Survey | CodeCode Available | 1 |
| A Survey for Federated Learning Evaluations: Goals and Measures | Aug 23, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| A Survey on Self-Supervised Representation Learning | Aug 22, 2023 | object-detectionObject Detection | CodeCode Available | 1 |
| A Survey on Deep Multi-modal Learning for Body Language Recognition and Generation | Aug 17, 2023 | Domain AdaptationSelf-Supervised Learning | CodeCode Available | 1 |
| Image Synthesis under Limited Data: A Survey and Taxonomy | Jul 31, 2023 | Image GenerationMemorization | CodeCode Available | 1 |
| Evaluating the Moral Beliefs Encoded in LLMs | Jul 26, 2023 | Moral ScenariosSurvey | CodeCode Available | 1 |
| Heterogeneous Federated Learning: State-of-the-art and Research Challenges | Jul 20, 2023 | Federated LearningSurvey | CodeCode Available | 1 |
| TOBY: A Tool for Exploring Data in Academic Survey Papers | Jun 13, 2023 | Survey | CodeCode Available | 1 |
| Source Code Data Augmentation for Deep Learning: A Survey | May 31, 2023 | Data AugmentationDeep Learning | CodeCode Available | 1 |
| A Survey of Label-Efficient Deep Learning for 3D Point Clouds | May 31, 2023 | Data AugmentationDeep Learning | CodeCode Available | 1 |
| Scalable Optimal Transport Methods in Machine Learning: A Contemporary Survey | May 8, 2023 | Survey | CodeCode Available | 1 |
| The Signature Kernel | May 8, 2023 | Survey | CodeCode Available | 1 |
| Empowering Agrifood System with Artificial Intelligence: A Survey of the Progress, Challenges and Opportunities | May 3, 2023 | Survey | CodeCode Available | 1 |
| Advances in Deep Concealed Scene Understanding | Apr 21, 2023 | Scene UnderstandingSemantic Segmentation | CodeCode Available | 1 |
| Interpretable and Robust AI in EEG Systems: A Survey | Apr 21, 2023 | EEGSurvey | CodeCode Available | 1 |
| Neural Radiance Fields: Past, Present, and Future | Apr 20, 2023 | NeRFSurvey | CodeCode Available | 1 |
| Event-based Simultaneous Localization and Mapping: A Comprehensive Survey | Apr 19, 2023 | Motion CompensationSimultaneous Localization and Mapping | CodeCode Available | 1 |
| A Survey of Corpora for Germanic Low-Resource Languages and Dialects | Apr 19, 2023 | Survey | CodeCode Available | 1 |
| Class-Imbalanced Learning on Graphs: A Survey | Apr 9, 2023 | Graph Representation LearningRepresentation Learning | CodeCode Available | 1 |
| Natural Language Reasoning, A Survey | Mar 26, 2023 | Logical ReasoningMathematical Reasoning | CodeCode Available | 1 |
| A Survey of Historical Learning: Learning Models with Learning History | Mar 23, 2023 | Ensemble LearningSurvey | CodeCode Available | 1 |
| A Survey on Causal Inference for Recommendation | Mar 21, 2023 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Diffusion Models for Non-autoregressive Text Generation: A Survey | Mar 12, 2023 | SurveyText Generation | CodeCode Available | 1 |
| Graph-based Knowledge Distillation: A survey and experimental evaluation | Feb 27, 2023 | Knowledge DistillationSelf-Knowledge Distillation | CodeCode Available | 1 |
| Guided Depth Map Super-resolution: A Survey | Feb 19, 2023 | Depth Image UpsamplingDepth Map Super-Resolution | CodeCode Available | 1 |
| Knowledge-augmented Graph Machine Learning for Drug Discovery: A Survey | Feb 16, 2023 | Drug DiscoverySurvey | CodeCode Available | 1 |
| Explainable Anomaly Detection in Images and Videos: A Survey | Feb 13, 2023 | Anomaly DetectionSurvey | CodeCode Available | 1 |
| Generalized Video Anomaly Event Detection: Systematic Taxonomy and Comparison of Deep Models | Feb 10, 2023 | Anomaly DetectionEvent Detection | CodeCode Available | 1 |
| Real-world Machine Learning Systems: A survey from a Data-Oriented Architecture Perspective | Feb 9, 2023 | ManagementSurvey | CodeCode Available | 1 |
| Weakly Supervised Anomaly Detection: A Survey | Feb 9, 2023 | Anomaly DetectionSupervised Anomaly Detection | CodeCode Available | 1 |
| Perception Datasets for Anomaly Detection in Autonomous Driving: A Survey | Feb 6, 2023 | Anomaly DetectionAutonomous Driving | CodeCode Available | 1 |
| Multimodality Representation Learning: A Survey on Evolution, Pretraining and Its Applications | Feb 1, 2023 | Question AnsweringRepresentation Learning | CodeCode Available | 1 |
| A Comprehensive Survey of Continual Learning: Theory, Method and Application | Jan 31, 2023 | Continual LearningLearning Theory | CodeCode Available | 1 |
