| XLand-MiniGrid: Scalable Meta-Reinforcement Learning Environments in JAX | Dec 19, 2023 | DiversityGPU | CodeCode Available | 2 |
| JaxMARL: Multi-Agent RL Environments and Algorithms in JAX | Nov 16, 2023 | CPUGPU | CodeCode Available | 2 |
| A physics-informed and attention-based graph learning approach for regional electric vehicle charging demand prediction | Sep 11, 2023 | Graph LearningMeta-Learning | CodeCode Available | 2 |
| Transformers learn in-context by gradient descent | Dec 15, 2022 | In-Context LearningMeta-Learning | CodeCode Available | 2 |
| MetaPortrait: Identity-Preserving Talking Head Generation with Fast Personalized Adaptation | Dec 15, 2022 | Face SwappingMeta-Learning | CodeCode Available | 2 |
| Discovering Evolution Strategies via Meta-Black-Box Optimization | Nov 21, 2022 | continuous-controlContinuous Control | CodeCode Available | 2 |
| Meta-DETR: Image-Level Few-Shot Detection with Inter-Class Correlation Exploitation | Jul 30, 2022 | Few-Shot Object DetectionMeta-Learning | CodeCode Available | 2 |
| Learning Deep Time-index Models for Time Series Forecasting | Jul 13, 2022 | Inductive BiasMeta-Learning | CodeCode Available | 2 |
| Towards Learning Universal Hyperparameter Optimizers with Transformers | May 26, 2022 | Hyperparameter OptimizationMeta-Learning | CodeCode Available | 2 |
| DevFormer: A Symmetric Transformer for Context-Aware Device Placement | May 26, 2022 | Combinatorial OptimizationMeta-Learning | CodeCode Available | 2 |
| Neural-Fly Enables Rapid Learning for Agile Flight in Strong Winds | May 13, 2022 | Meta-Learning | CodeCode Available | 2 |
| Decomposed Meta-Learning for Few-Shot Named Entity Recognition | Apr 12, 2022 | Entity TypingFew-shot NER | CodeCode Available | 2 |
| Learning What Not to Segment: A New Perspective on Few-Shot Segmentation | Mar 15, 2022 | Few-Shot Semantic SegmentationMeta-Learning | CodeCode Available | 2 |
| Tutorial on amortized optimization | Feb 1, 2022 | Meta-Learningreinforcement-learning | CodeCode Available | 2 |
| TranAD: Deep Transformer Networks for Anomaly Detection in Multivariate Time Series Data | Jan 18, 2022 | Anomaly DetectionMeta-Learning | CodeCode Available | 2 |
| Efficient and Modular Implicit Differentiation | May 31, 2021 | Meta-Learning | CodeCode Available | 2 |
| Do We Really Need Gold Samples for Sample Weighting Under Label Noise? | Apr 19, 2021 | Meta-Learning | CodeCode Available | 2 |
| Meta-Learning Symmetries by Reparameterization | Jul 6, 2020 | Meta-Learning | CodeCode Available | 2 |
| Global Convergence and Generalization Bound of Gradient-Based Meta-Learning with Deep Neural Nets | Jun 25, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 2 |
| Frustratingly Simple Few-Shot Object Detection | Mar 16, 2020 | Cross-Domain Few-Shot Object DetectionFew-Shot Object Detection | CodeCode Available | 2 |
| TensorFlow Quantum: A Software Framework for Quantum Machine Learning | Mar 6, 2020 | BIG-bench Machine LearningMeta-Learning | CodeCode Available | 2 |
| Meta-World: A Benchmark and Evaluation for Multi-Task and Meta Reinforcement Learning | Oct 24, 2019 | Meta-LearningMeta Reinforcement Learning | CodeCode Available | 2 |
| Generalized Inner Loop Meta-Learning | Oct 3, 2019 | Meta-Learningreinforcement-learning | CodeCode Available | 2 |
| Prototypical Networks for Few-shot Learning | Mar 15, 2017 | Category-Agnostic Pose EstimationFew-Shot Image Classification | CodeCode Available | 2 |
| DIP: Unsupervised Dense In-Context Post-training of Visual Representations | Jun 23, 2025 | GPUMeta-Learning | CodeCode Available | 1 |
