| Self-Sampling Meta SAM: Enhancing Few-shot Medical Image Segmentation with Meta-Learning | Aug 31, 2023 | DecoderFew-Shot Learning | CodeCode Available | 1 |
| MetaWeather: Few-Shot Weather-Degraded Image Restoration | Aug 28, 2023 | Image RestorationMeta-Learning | CodeCode Available | 1 |
| MetaGCD: Learning to Continually Learn in Generalized Category Discovery | Aug 21, 2023 | Incremental LearningMeta-Learning | CodeCode Available | 1 |
| Generalizable Decision Boundaries: Dualistic Meta-Learning for Open Set Domain Generalization | Aug 18, 2023 | Domain GeneralizationMeta-Learning | CodeCode Available | 1 |
| Privacy-preserving Few-shot Traffic Detection against Advanced Persistent Threats via Federated Meta Learning | Aug 11, 2023 | Meta-LearningPrivacy Preserving | CodeCode Available | 1 |
| You Can Backdoor Personalized Federated Learning | Jul 29, 2023 | Backdoor AttackFederated Learning | CodeCode Available | 1 |
| Consistency-guided Meta-Learning for Bootstrapping Semi-Supervised Medical Image Segmentation | Jul 21, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Towards Federated Foundation Models: Scalable Dataset Pipelines for Group-Structured Learning | Jul 18, 2023 | Federated LearningLanguage Modeling | CodeCode Available | 1 |
| Towards Task Sampler Learning for Meta-Learning | Jul 18, 2023 | DiversityFew-Shot Learning | CodeCode Available | 1 |
| Generative Meta-Learning Robust Quality-Diversity Portfolio | Jul 15, 2023 | DiversityMeta-Learning | CodeCode Available | 1 |
| OntoChatGPT Information System: Ontology-Driven Structured Prompts for ChatGPT Meta-Learning | Jul 11, 2023 | ChatbotInformation Retrieval | CodeCode Available | 1 |
| First-Explore, then Exploit: Meta-Learning to Solve Hard Exploration-Exploitation Trade-Offs | Jul 5, 2023 | Meta-LearningReinforcement Learning (RL) | CodeCode Available | 1 |
| Improving Language Plasticity via Pretraining with Active Forgetting | Jul 3, 2023 | Meta-Learning | CodeCode Available | 1 |
| Graph Sampling-based Meta-Learning for Molecular Property Prediction | Jun 29, 2023 | Graph SamplingMeta-Learning | CodeCode Available | 1 |
| Unsupervised Episode Generation for Graph Meta-learning | Jun 27, 2023 | Contrastive LearningMeta-Learning | CodeCode Available | 1 |
| ProtoDiff: Learning to Learn Prototypical Networks by Task-Guided Diffusion | Jun 26, 2023 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Evading Forensic Classifiers with Attribute-Conditioned Adversarial Faces | Jun 22, 2023 | AttributeMeta-Learning | CodeCode Available | 1 |
| Dual Adaptive Representation Alignment for Cross-domain Few-shot Learning | Jun 18, 2023 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 1 |
| FewSAR: A Few-shot SAR Image Classification Benchmark | Jun 16, 2023 | ClassificationFew-Shot Learning | CodeCode Available | 1 |
| DoubleAdapt: A Meta-learning Approach to Incremental Learning for Stock Trend Forecasting | Jun 16, 2023 | Incremental LearningMeta-Learning | CodeCode Available | 1 |
| Adaptive Multi-Teacher Knowledge Distillation with Meta-Learning | Jun 11, 2023 | Knowledge DistillationMeta-Learning | CodeCode Available | 1 |
| Time Series Continuous Modeling for Imputation and Forecasting with Implicit Neural Representations | Jun 9, 2023 | ImputationMeta-Learning | CodeCode Available | 1 |
| Meta-SAGE: Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Mitigating Scale Shift on Combinatorial Optimization | Jun 5, 2023 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| Towards Omni-generalizable Neural Methods for Vehicle Routing Problems | May 31, 2023 | Combinatorial OptimizationMeta-Learning | CodeCode Available | 1 |
| Task-Equivariant Graph Few-shot Learning | May 30, 2023 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
