| MemREIN: Rein the Domain Shift for Cross-Domain Few-Shot Learning | Sep 29, 2021 | Contrastive LearningCross-Domain Few-Shot | —Unverified | 0 |
| Self-Taught Cross-Domain Few-Shot Learning with Weakly Supervised Object Localization and Task-Decomposition | Sep 3, 2021 | Cross-Domain Few-Shotcross-domain few-shot learning | —Unverified | 0 |
| Boosting the Generalization Capability in Cross-Domain Few-shot Learning via Noise-enhanced Supervised Autoencoder | Aug 11, 2021 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 0 |
| Semi-supervised Meta-learning for Cross-domain Few-shot Intent Classification | Aug 1, 2021 | Cross-Domain Few-ShotFew-Shot Learning | —Unverified | 0 |
| 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 |
| Improving the Generalization of Meta-learning on Unseen Domains via Adversarial Shift | Jul 23, 2021 | Cross-Domain Few-ShotDomain Generalization | —Unverified | 0 |
| Cross-domain Few-shot Learning with Task-specific Adapters | Jul 1, 2021 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 1 |
| EvoGrad: Efficient Gradient-Based Meta-Learning and Hyperparameter Optimization | Jun 19, 2021 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 1 |
| Dynamic Distillation Network for Cross-Domain Few-Shot Recognition with Unlabeled Data | Jun 14, 2021 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 1 |
| DAMSL: Domain Agnostic Meta Score-based Learning | Jun 6, 2021 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 0 |
