| When Facial Expression Recognition Meets Few-Shot Learning: A Joint and Alternate Learning Framework | Jan 18, 2022 | Cross-Domain Few-Shotcross-domain few-shot learning | —Unverified | 0 | 0 |
| The Devil is in Low-Level Features for Cross-Domain Few-Shot Segmentation | Mar 27, 2025 | Cross-Domain Few-ShotSegmentation | —Unverified | 0 | 0 |
| Cross-Domain Few-Shot Classification via Inter-Source Stylization | Aug 17, 2022 | ClassificationCross-Domain Few-Shot | —Unverified | 0 | 0 |
| Towards Cross-domain Few-shot Graph Anomaly Detection | Oct 11, 2024 | Anomaly DetectionContrastive Learning | —Unverified | 0 | 0 |
| CQARE: Contrastive Question-Answering for Few-shot Relation Extraction with Prompt Tuning | Nov 16, 2021 | Cross-Domain Few-ShotPrompt Engineering | —Unverified | 0 | 0 |
| ProD: Prompting-To-Disentangle Domain Knowledge for Cross-Domain Few-Shot Image Classification | Jan 1, 2023 | Cross-Domain Few-ShotDomain Generalization | —Unverified | 0 | 0 |
| Prompt as Free Lunch: Enhancing Diversity in Source-Free Cross-domain Few-shot Learning through Semantic-Guided Prompting | Dec 1, 2024 | Cross-Domain Few-Shotcross-domain few-shot learning | —Unverified | 0 | 0 |
| ConFeSS: A Framework for Single Source Cross-Domain Few-Shot Learning | Sep 29, 2021 | Contrastive LearningCross-Domain Few-Shot | —Unverified | 0 | 0 |
| Adapter Naturally Serves as Decoupler for Cross-Domain Few-Shot Semantic Segmentation | Jun 9, 2025 | Cross-Domain Few-ShotFew-Shot Semantic Segmentation | —Unverified | 0 | 0 |
| Ranking Distance Calibration for Cross-Domain Few-Shot Learning | Dec 1, 2021 | Cross-Domain Few-Shotcross-domain few-shot learning | —Unverified | 0 | 0 |
