| FAMNet: Frequency-aware Matching Network for Cross-domain Few-shot Medical Image Segmentation | Dec 12, 2024 | Cross-Domain Few-ShotDomain Generalization | CodeCode Available | 2 |
| TensorFlow Quantum: A Software Framework for Quantum Machine Learning | Mar 6, 2020 | BIG-bench Machine LearningMeta-Learning | CodeCode Available | 2 |
| Toward Automated Algorithm Design: A Survey and Practical Guide to Meta-Black-Box-Optimization | Nov 1, 2024 | Computational EfficiencyIn-Context 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 |
| Transformers learn in-context by gradient descent | Dec 15, 2022 | In-Context LearningMeta-Learning | CodeCode Available | 2 |
| Discovering Evolution Strategies via Meta-Black-Box Optimization | Nov 21, 2022 | continuous-controlContinuous Control | CodeCode Available | 2 |
| Fine-Grained Prototypes Distillation for Few-Shot Object Detection | Jan 15, 2024 | Few-Shot Object DetectionMeta-Learning | CodeCode Available | 2 |
| Decomposed Meta-Learning for Few-Shot Named Entity Recognition | Apr 12, 2022 | Entity TypingFew-shot NER | CodeCode Available | 2 |
| Deep Diffusion Image Prior for Efficient OOD Adaptation in 3D Inverse Problems | Jul 15, 2024 | 3D ReconstructionMeta-Learning | 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 |
| DevFormer: A Symmetric Transformer for Context-Aware Device Placement | May 26, 2022 | Combinatorial OptimizationMeta-Learning | CodeCode Available | 2 |
| Do We Really Need Gold Samples for Sample Weighting Under Label Noise? | Apr 19, 2021 | Meta-Learning | CodeCode Available | 2 |
| Efficient and Modular Implicit Differentiation | May 31, 2021 | Meta-Learning | CodeCode Available | 2 |
| AMAGO-2: Breaking the Multi-Task Barrier in Meta-Reinforcement Learning with Transformers | Nov 17, 2024 | In-Context LearningMeta-Learning | CodeCode Available | 2 |
| AnomalyDINO: Boosting Patch-based Few-shot Anomaly Detection with DINOv2 | May 23, 2024 | Anomaly DetectionAnomaly Segmentation | 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 |
| Gödel Agent: A Self-Referential Agent Framework for Recursive Self-Improvement | Oct 6, 2024 | Mathematical ReasoningMeta-Learning | CodeCode Available | 2 |
| Learning Universal Predictors | Jan 26, 2024 | Meta-Learning | CodeCode Available | 2 |
| Learning Deep Time-index Models for Time Series Forecasting | Jul 13, 2022 | Inductive BiasMeta-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 |
| Meta-DETR: Image-Level Few-Shot Detection with Inter-Class Correlation Exploitation | Jul 30, 2022 | Few-Shot Object DetectionMeta-Learning | CodeCode Available | 2 |
| MetaUAS: Universal Anomaly Segmentation with One-Prompt Meta-Learning | May 14, 2025 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 2 |
| NAVIX: Scaling MiniGrid Environments with JAX | Jul 28, 2024 | CPUDeep Reinforcement Learning | CodeCode Available | 2 |
| A Practitioner's Guide to Continual Multimodal Pretraining | Aug 26, 2024 | Continual LearningContinual Pretraining | CodeCode Available | 2 |
| Attention Guided Cosine Margin For Overcoming Class-Imbalance in Few-Shot Road Object Detection | Nov 12, 2021 | Few-Shot Object DetectionMeta-Learning | CodeCode Available | 1 |
