| What Do Language Models Learn in Context? The Structured Task Hypothesis | Jun 6, 2024 | In-Context LearningMeta-Learning | CodeCode Available | 1 |
| GS-Phong: Meta-Learned 3D Gaussians for Relightable Novel View Synthesis | May 31, 2024 | Bilevel OptimizationMeta-Learning | CodeCode Available | 1 |
| Learning to Continually Learn with the Bayesian Principle | May 29, 2024 | Continual LearningMeta-Learning | CodeCode Available | 1 |
| HarmoDT: Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning | May 28, 2024 | ManagementMeta-Learning | CodeCode Available | 1 |
| Towards Foundation Model for Chemical Reactor Modeling: Meta-Learning with Physics-Informed Adaptation | May 20, 2024 | Chemical ProcessMeta-Learning | CodeCode Available | 1 |
| Adapting to Distribution Shift by Visual Domain Prompt Generation | May 5, 2024 | Domain GeneralizationMeta-Learning | CodeCode Available | 1 |
| Chameleon: A Data-Efficient Generalist for Dense Visual Prediction in the Wild | Apr 29, 2024 | Meta-Learning | CodeCode Available | 1 |
| SOPHON: Non-Fine-Tunable Learning to Restrain Task Transferability For Pre-trained Models | Apr 19, 2024 | Meta-Learning | CodeCode Available | 1 |
| Efficient Automatic Tuning for Data-driven Model Predictive Control via Meta-Learning | Mar 30, 2024 | Bayesian OptimizationMeta-Learning | CodeCode Available | 1 |
| NTK-Guided Few-Shot Class Incremental Learning | Mar 19, 2024 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Unleashing the Power of Meta-tuning for Few-shot Generalization Through Sparse Interpolated Experts | Mar 13, 2024 | Domain GeneralizationFew-Shot Image Classification | CodeCode Available | 1 |
| Harnessing Meta-Learning for Improving Full-Frame Video Stabilization | Mar 6, 2024 | Meta-LearningTest-time Adaptation | CodeCode Available | 1 |
| On Latency Predictors for Neural Architecture Search | Mar 4, 2024 | Hardware Aware Neural Architecture SearchMeta-Learning | CodeCode Available | 1 |
| Fast and Efficient Local Search for Genetic Programming Based Loss Function Learning | Mar 1, 2024 | Meta-Learning | CodeCode Available | 1 |
| Diffusion-Based Neural Network Weights Generation | Feb 28, 2024 | Meta-LearningRepresentation Learning | CodeCode Available | 1 |
| Reinforced In-Context Black-Box Optimization | Feb 27, 2024 | In-Context LearningMeta-Learning | CodeCode Available | 1 |
| Discovering Temporally-Aware Reinforcement Learning Algorithms | Feb 8, 2024 | Meta-Learningreinforcement-learning | CodeCode Available | 1 |
| Is Mamba Capable of In-Context Learning? | Feb 5, 2024 | AutoMLIn-Context Learning | CodeCode Available | 1 |
| Symbol: Generating Flexible Black-Box Optimizers through Symbolic Equation Learning | Feb 4, 2024 | Meta-LearningZero-shot Generalization | CodeCode Available | 1 |
| A Survey of Few-Shot Learning on Graphs: from Meta-Learning to Pre-Training and Prompt Learning | Feb 2, 2024 | Few-Shot LearningGraph Representation Learning | CodeCode Available | 1 |
| Continuous Optical Zooming: A Benchmark for Arbitrary-Scale Image Super-Resolution in Real World | Jan 1, 2024 | Image Super-ResolutionMeta-Learning | CodeCode Available | 1 |
| Positive-Unlabeled Learning by Latent Group-Aware Meta Disambiguation | Jan 1, 2024 | Binary ClassificationContrastive Learning | CodeCode Available | 1 |
| Selective-Memory Meta-Learning with Environment Representations for Sound Event Localization and Detection | Dec 27, 2023 | Meta-LearningSound Event Localization and Detection | CodeCode Available | 1 |
| Adaptive FSS: A Novel Few-Shot Segmentation Framework via Prototype Enhancement | Dec 25, 2023 | Meta-Learning | CodeCode Available | 1 |
| Discovering modular solutions that generalize compositionally | Dec 22, 2023 | Meta-Learning | CodeCode Available | 1 |
