| XLand-MiniGrid: Scalable Meta-Reinforcement Learning Environments in JAX | Dec 19, 2023 | DiversityGPU | CodeCode Available | 2 |
| LabelCraft: Empowering Short Video Recommendations with Automated Label Crafting | Dec 18, 2023 | Meta-LearningModel Optimization | CodeCode Available | 0 |
| Few-Shot Learning from Augmented Label-Uncertain Queries in Bongard-HOI | Dec 17, 2023 | DiversityFew-Shot Learning | —Unverified | 0 |
| Rethinking Dimensional Rationale in Graph Contrastive Learning from Causal Perspective | Dec 16, 2023 | Contrastive LearningMeta-Learning | CodeCode Available | 1 |
| Test-Time Domain Adaptation by Learning Domain-Aware Batch Normalization | Dec 15, 2023 | Domain AdaptationMeta-Learning | CodeCode Available | 0 |
| 3FM: Multi-modal Meta-learning for Federated Tasks | Dec 15, 2023 | Federated LearningMeta-Learning | CodeCode Available | 0 |
| Adaptive Integration of Partial Label Learning and Negative Learning for Enhanced Noisy Label Learning | Dec 15, 2023 | Contrastive LearningMeta-Learning | CodeCode Available | 0 |
| Constrained Meta-Reinforcement Learning for Adaptable Safety Guarantee with Differentiable Convex Programming | Dec 15, 2023 | Autonomous DrivingMeta-Learning | CodeCode Available | 0 |
| MotherNet: Fast Training and Inference via Hyper-Network Transformers | Dec 14, 2023 | ClassificationIn-Context Learning | CodeCode Available | 1 |
| Accelerating Meta-Learning by Sharing Gradients | Dec 13, 2023 | Meta-LearningMulti-Task Learning | —Unverified | 0 |
| ReFusion: Learning Image Fusion from Reconstruction with Learnable Loss via Meta-Learning | Dec 13, 2023 | Meta-LearningMulti-Exposure Image Fusion | —Unverified | 0 |
| Meta-learning to Calibrate Gaussian Processes with Deep Kernels for Regression Uncertainty Estimation | Dec 13, 2023 | Gaussian ProcessesMeta-Learning | —Unverified | 0 |
| ICL Markup: Structuring In-Context Learning using Soft-Token Tags | Dec 12, 2023 | In-Context LearningIntent Detection | —Unverified | 0 |
| RAFIC: Retrieval-Augmented Few-shot Image Classification | Dec 11, 2023 | ClassificationFew-Shot Image Classification | CodeCode Available | 0 |
| Improving the performance of weak supervision searches using transfer and meta-learning | Dec 11, 2023 | Meta-Learning | —Unverified | 0 |
| Concrete Subspace Learning based Interference Elimination for Multi-task Model Fusion | Dec 11, 2023 | Meta-LearningTask Arithmetic | CodeCode Available | 1 |
| Hacking Task Confounder in Meta-Learning | Dec 10, 2023 | Meta-LearningTransfer Learning | CodeCode Available | 0 |
| Not All Negatives Are Worth Attending to: Meta-Bootstrapping Negative Sampling Framework for Link Prediction | Dec 8, 2023 | AllLink Prediction | —Unverified | 0 |
| On the adaptation of in-context learners for system identification | Dec 7, 2023 | Meta-Learning | CodeCode Available | 0 |
| Evolutionary Optimization of Physics-Informed Neural Networks: Advancing Generalizability by the Baldwin Effect | Dec 6, 2023 | Meta-Learning | CodeCode Available | 0 |
| Meta ControlNet: Enhancing Task Adaptation via Meta Learning | Dec 3, 2023 | Edge DetectionImage Generation | CodeCode Available | 1 |
| Meta-Learned Attribute Self-Interaction Network for Continual and Generalized Zero-Shot Learning | Dec 2, 2023 | AttributeGeneralized Zero-Shot Learning | —Unverified | 0 |
| A Survey on Stability of Learning with Limited Labelled Data and its Sensitivity to the Effects of Randomness | Dec 2, 2023 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| Automating Continual Learning | Dec 1, 2023 | Continual Learningimage-classification | CodeCode Available | 1 |
| Interpretable Meta-Learning of Physical Systems | Dec 1, 2023 | Meta-LearningMulti-Task Learning | —Unverified | 0 |
