| AutoInit: Analytic Signal-Preserving Weight Initialization for Neural Networks | Sep 18, 2021 | Meta-LearningNeural Architecture Search | CodeCode Available | 1 |
| Gradient Imitation Reinforcement Learning for Low Resource Relation Extraction | Sep 14, 2021 | Meta-LearningPseudo Label | CodeCode Available | 1 |
| 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 |
| Evolving Decomposed Plasticity Rules for Information-Bottlenecked Meta-Learning | Sep 8, 2021 | MemorizationMeta-Learning | CodeCode Available | 1 |
| Few-shot Visual Relationship Co-localization | Aug 26, 2021 | Meta-LearningObject | CodeCode Available | 1 |
| Meta Self-Learning for Multi-Source Domain Adaptation: A Benchmark | Aug 24, 2021 | Domain AdaptationMeta-Learning | CodeCode Available | 1 |
| Relational Embedding for Few-Shot Classification | Aug 22, 2021 | ClassificationFew-Shot Image Classification | CodeCode Available | 1 |
| Prototype Completion for Few-Shot Learning | Aug 11, 2021 | AttributeFew-Shot Image Classification | CodeCode Available | 1 |
| Meta Gradient Adversarial Attack | Aug 9, 2021 | Adversarial AttackMeta-Learning | CodeCode Available | 1 |
| Simpler is Better: Few-shot Semantic Segmentation with Classifier Weight Transformer | Aug 6, 2021 | DecoderFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Dynamic Relevance Learning for Few-Shot Object Detection | Aug 4, 2021 | Few-Shot Object DetectionMeta-Learning | CodeCode Available | 1 |
| ProtAugment: Intent Detection Meta-Learning through Unsupervised Diverse Paraphrasing | Aug 1, 2021 | DiversityIntent Detection | CodeCode Available | 1 |
| Meta-Learning Adversarial Domain Adaptation Network for Few-Shot Text Classification | Jul 26, 2021 | Domain AdaptationFew-Shot Text Classification | CodeCode Available | 1 |
| Meta-FDMixup: Cross-Domain Few-Shot Learning Guided by Labeled Target Data | Jul 26, 2021 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 1 |
| ProtoTransformer: A Meta-Learning Approach to Providing Student Feedback | Jul 23, 2021 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Neural Fixed-Point Acceleration for Convex Optimization | Jul 21, 2021 | Meta-Learning | CodeCode Available | 1 |
| Boosting Few-Shot Classification with View-Learnable Contrastive Learning | Jul 20, 2021 | ClassificationContrastive Learning | CodeCode Available | 1 |
| Adaptive Transfer Learning on Graph Neural Networks | Jul 19, 2021 | Meta-LearningMulti-Task Learning | CodeCode Available | 1 |
| A Channel Coding Benchmark for Meta-Learning | Jul 15, 2021 | Meta-Learning | CodeCode Available | 1 |
| FLEX: Unifying Evaluation for Few-Shot NLP | Jul 15, 2021 | Few-Shot LearningLanguage Modeling | CodeCode Available | 1 |
| Sequential Recommendation for Cold-start Users with Meta Transitional Learning | Jul 13, 2021 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Memory Efficient Meta-Learning with Large Images | Jul 2, 2021 | Few-Shot Image ClassificationGPU | CodeCode Available | 1 |
