| Multimodality in Meta-Learning: A Comprehensive Survey | Sep 28, 2021 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| ST-MAML: A Stochastic-Task based Method for Task-Heterogeneous Meta-Learning | Sep 27, 2021 | DiversityFew-Shot Image Classification | —Unverified | 0 |
| An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling | Sep 27, 2021 | Few-shot NERMeta-Learning | CodeCode Available | 1 |
| Learning to Selectively Learn for Weakly-supervised Paraphrase Generation | Sep 25, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Introducing Symmetries to Black Box Meta Reinforcement Learning | Sep 22, 2021 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
| A Meta-Learning Approach for Training Explainable Graph Neural Networks | Sep 20, 2021 | Graph ClassificationMeta-Learning | CodeCode Available | 1 |
| AutoInit: Analytic Signal-Preserving Weight Initialization for Neural Networks | Sep 18, 2021 | Meta-LearningNeural Architecture Search | CodeCode Available | 1 |
| MetaMedSeg: Volumetric Meta-learning for Few-Shot Organ Segmentation | Sep 18, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Meta-Learning with Sparse Experience Replay for Lifelong Language Learning | Sep 17, 2021 | Lifelong learningMeta-Learning | —Unverified | 0 |
| Semi-Supervised Few-Shot Intent Classification and Slot Filling | Sep 17, 2021 | ClassificationContrastive Learning | —Unverified | 0 |
| Few-Shot Object Detection by Attending to Per-Sample-Prototype | Sep 16, 2021 | Few-Shot Object DetectionMeta-Learning | —Unverified | 0 |
| Sign-MAML: Efficient Model-Agnostic Meta-Learning by SignSGD | Sep 15, 2021 | Bilevel OptimizationFew-Shot Image Classification | CodeCode Available | 0 |
| Partner-Assisted Learning for Few-Shot Image Classification | Sep 15, 2021 | ClassificationFew-Shot Image Classification | —Unverified | 0 |
| Should We Be Pre-training? An Argument for End-task Aware Training as an Alternative | Sep 15, 2021 | Meta-Learning | CodeCode Available | 0 |
| Gradient Imitation Reinforcement Learning for Low Resource Relation Extraction | Sep 14, 2021 | Meta-LearningPseudo Label | CodeCode Available | 1 |
| Few-shot Quality-Diversity Optimization | Sep 14, 2021 | DiversityMeta-Learning | CodeCode Available | 0 |
| One-Class Meta-Learning: Towards Generalizable Few-Shot Open-Set Classification | Sep 14, 2021 | ClassificationFew-Shot Learning | —Unverified | 0 |
| Meta Navigator: Search for a Good Adaptation Policy for Few-shot Learning | Sep 13, 2021 | AutoMLFew-Shot Learning | —Unverified | 0 |
| Cross-Market Product Recommendation | Sep 13, 2021 | Domain AdaptationMeta-Learning | CodeCode Available | 1 |
| Leveraging Table Content for Zero-shot Text-to-SQL with Meta-Learning | Sep 12, 2021 | Meta-LearningText to SQL | CodeCode Available | 1 |
| Exploring Task Difficulty for Few-Shot Relation Extraction | Sep 12, 2021 | Contrastive LearningMeta-Learning | CodeCode Available | 1 |
| Knowledge-Aware Meta-learning for Low-Resource Text Classification | Sep 10, 2021 | ClassificationMeta-Learning | CodeCode Available | 1 |
| Rapid Model Architecture Adaption for Meta-Learning | Sep 10, 2021 | Few-Shot LearningMeta-Learning | —Unverified | 0 |
| Bootstrapped Meta-Learning | Sep 9, 2021 | Efficient ExplorationFew-Shot Learning | CodeCode Available | 0 |
| Integrated and Adaptive Guidance and Control for Endoatmospheric Missiles via Reinforcement Learning | Sep 8, 2021 | Meta-LearningMeta Reinforcement Learning | —Unverified | 0 |
