| How Well Do Self-Supervised Methods Perform in Cross-Domain Few-Shot Learning? | Feb 18, 2022 | Cross-Domain Few-Shotcross-domain few-shot learning | —Unverified | 0 | 0 |
| DARNet: Bridging Domain Gaps in Cross-Domain Few-Shot Segmentation with Dynamic Adaptation | Dec 8, 2023 | Cross-Domain Few-ShotSegmentation | —Unverified | 0 | 0 |
| Cross-domain Few-shot Segmentation with Transductive Fine-tuning | Nov 27, 2022 | Cross-Domain Few-Shot | —Unverified | 0 | 0 |
| Improving the Generalization of Meta-learning on Unseen Domains via Adversarial Shift | Jul 23, 2021 | Cross-Domain Few-ShotDomain Generalization | —Unverified | 0 | 0 |
| Knowledge Distillation Meets Few-Shot Learning: An Approach for Few-Shot Intent Classification Within and Across Domains | May 1, 2022 | Cross-Domain Few-Shotcross-domain few-shot learning | —Unverified | 0 | 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 | 0 |
| Cross-Domain Few-Shot Relation Extraction via Representation Learning and Domain Adaptation | Dec 5, 2022 | Contrastive LearningCross-Domain Few-Shot | —Unverified | 0 | 0 |
| Adapting In-Domain Few-Shot Segmentation to New Domains without Retraining | Apr 30, 2025 | Cross-Domain Few-ShotDomain Generalization | —Unverified | 0 | 0 |
| Cross-Domain Few-Shot Learning with Meta Fine-Tuning | May 21, 2020 | Cross-Domain Few-Shotcross-domain few-shot learning | —Unverified | 0 | 0 |
| Machine learning with limited data | Jan 18, 2021 | BIG-bench Machine LearningCross-Domain Few-Shot | —Unverified | 0 | 0 |
