| Few-shot Image Classification: Just Use a Library of Pre-trained Feature Extractors and a Simple Classifier | Jan 3, 2021 | ClassificationCross-Domain Few-Shot | CodeCode Available | 1 |
| SB-MTL: Score-based Meta Transfer-Learning for Cross-Domain Few-Shot Learning | Dec 3, 2020 | Cross-Domain Few-Shotcross-domain few-shot learning | —Unverified | 0 |
| Few-Shot Classification with Feature Map Reconstruction Networks | Dec 2, 2020 | ClassificationCross-Domain Few-Shot | CodeCode Available | 1 |
| Combining Domain-Specific Meta-Learners in the Parameter Space for Cross-Domain Few-Shot Classification | Oct 31, 2020 | ClassificationCross-Domain Few-Shot | —Unverified | 0 |
| Cross-Domain Few-Shot Learning by Representation Fusion | Oct 13, 2020 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 1 |
| Revisiting Mid-Level Patterns for Cross-Domain Few-Shot Recognition | Aug 7, 2020 | Cross-Domain Few-Shotcross-domain few-shot learning | —Unverified | 0 |
| Explanation-Guided Training for Cross-Domain Few-Shot Classification | Jul 17, 2020 | ClassificationCross-Domain Few-Shot | CodeCode Available | 1 |
| A Transductive Multi-Head Model for Cross-Domain Few-Shot Learning | Jun 8, 2020 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 0 |
| Ensemble Model with Batch Spectral Regularization and Data Blending for Cross-Domain Few-Shot Learning with Unlabeled Data | Jun 8, 2020 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 0 |
| Cross-Domain Few-Shot Learning with Meta Fine-Tuning | May 21, 2020 | Cross-Domain Few-Shotcross-domain few-shot learning | —Unverified | 0 |
| Large Margin Mechanism and Pseudo Query Set on Cross-Domain Few-Shot Learning | May 19, 2020 | Cross-Domain Few-Shotcross-domain few-shot learning | —Unverified | 0 |
| Feature Transformation Ensemble Model with Batch Spectral Regularization for Cross-Domain Few-Shot Classification | May 18, 2020 | Cross-Domain Few-Shotcross-domain few-shot learning | —Unverified | 0 |
| Cross-Domain Few-Shot Classification via Learned Feature-Wise Transformation | Jan 23, 2020 | ClassificationCross-Domain Few-Shot | CodeCode Available | 1 |
| A Broader Study of Cross-Domain Few-Shot Learning | Dec 16, 2019 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 1 |
| Self-Supervised Learning For Few-Shot Image Classification | Nov 14, 2019 | ClassificationCross-Domain Few-Shot | CodeCode Available | 0 |
| Few-Shot Learning with Graph Neural Networks | Nov 10, 2017 | Active LearningCross-Domain Few-Shot | CodeCode Available | 0 |
