| FewSOL: A Dataset for Few-Shot Object Learning in Robotic Environments | Jul 6, 2022 | AttributeClassification | CodeCode Available | 0 |
| Approximately Equivariant Neural Processes | Jun 19, 2024 | Meta-Learning | CodeCode Available | 0 |
| Cross-domain Multi-modal Few-shot Object Detection via Rich Text | Mar 24, 2024 | Cross-Domain Few-ShotDomain Adaptation | CodeCode Available | 0 |
| Should We Be Pre-training? An Argument for End-task Aware Training as an Alternative | Sep 15, 2021 | Meta-Learning | CodeCode Available | 0 |
| PICASO: Permutation-Invariant Cascaded Attentional Set Operator | Jul 17, 2021 | Anomaly DetectionClustering | CodeCode Available | 0 |
| MetaLR: Meta-tuning of Learning Rates for Transfer Learning in Medical Imaging | Jun 3, 2022 | Medical Image AnalysisMeta-Learning | CodeCode Available | 0 |
| Piecewise classifier mappings: Learning fine-grained learners for novel categories with few examples | May 11, 2018 | Few-Shot LearningFine-Grained Image Recognition | CodeCode Available | 0 |
| Few-Shot Representation Learning for Out-Of-Vocabulary Words | Jul 1, 2019 | Learning Word EmbeddingsMeta-Learning | CodeCode Available | 0 |
| MetaMedSeg: Volumetric Meta-learning for Few-Shot Organ Segmentation | Sep 18, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Meta-Meta Classification for One-Shot Learning | Apr 17, 2020 | ClassificationFew-Shot Learning | CodeCode Available | 0 |
| PIED: Physics-Informed Experimental Design for Inverse Problems | Mar 10, 2025 | Experimental DesignMeta-Learning | CodeCode Available | 0 |
| Feature Extractor Stacking for Cross-domain Few-shot Learning | May 12, 2022 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 0 |
| PLATINUM: Semi-Supervised Model Agnostic Meta-Learning using Submodular Mutual Information | Jan 30, 2022 | Meta-Learning | CodeCode Available | 0 |
| Cross-Domain Few-Shot Graph Classification | Jan 20, 2022 | ClassificationCross-Domain Few-Shot | CodeCode Available | 0 |
| Test-Time Domain Adaptation by Learning Domain-Aware Batch Normalization | Dec 15, 2023 | Domain AdaptationMeta-Learning | CodeCode Available | 0 |
| PMFL: Partial Meta-Federated Learning for heterogeneous tasks and its applications on real-world medical records | Dec 10, 2021 | Federated LearningMeta-Learning | CodeCode Available | 0 |
| Few-shot Quality-Diversity Optimization | Sep 14, 2021 | DiversityMeta-Learning | CodeCode Available | 0 |
| PointFix: Learning to Fix Domain Bias for Robust Online Stereo Adaptation | Jul 27, 2022 | Autonomous DrivingMeta-Learning | CodeCode Available | 0 |
| Window Stacking Meta-Models for Clinical EEG Classification | Jan 14, 2024 | ClassificationEEG | CodeCode Available | 0 |
| Meta-Neighborhoods | Sep 18, 2019 | Meta-LearningMulti-Task Learning | CodeCode Available | 0 |
| Text normalization using memory augmented neural networks | May 31, 2018 | Meta-LearningText Normalization | CodeCode Available | 0 |
| Meta Networks | Mar 2, 2017 | Continual LearningMeta-Learning | CodeCode Available | 0 |
| TGDM: Target Guided Dynamic Mixup for Cross-Domain Few-Shot Learning | Oct 11, 2022 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 0 |
| Cross-Domain Continual Learning via CLAMP | May 12, 2024 | Continual LearningDomain Adaptation | CodeCode Available | 0 |
| Few-shot Node Classification with Extremely Weak Supervision | Jan 6, 2023 | ClassificationMeta-Learning | CodeCode Available | 0 |
