| 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 |
| Reconstruction Target Matters in Masked Image Modeling for Cross-Domain Few-Shot Learning | Dec 26, 2024 | Cross-Domain Few-Shotcross-domain few-shot learning | —Unverified | 0 | 0 |
| ReFine: Re-randomization before Fine-tuning for Cross-domain Few-shot Learning | May 11, 2022 | Cross-Domain Few-Shotcross-domain few-shot learning | —Unverified | 0 | 0 |
| Remember the Difference: Cross-Domain Few-Shot Semantic Segmentation via Meta-Memory Transfer | Jan 1, 2022 | Contrastive LearningCross-Domain Few-Shot | —Unverified | 0 | 0 |
| Combining Domain-Specific Meta-Learners in the Parameter Space for Cross-Domain Few-Shot Classification | Oct 31, 2020 | ClassificationCross-Domain Few-Shot | —Unverified | 0 | 0 |
| Revisiting Learnable Affines for Batch Norm in Few-Shot Transfer Learning | Jan 1, 2022 | Cross-Domain Few-Shotcross-domain few-shot learning | —Unverified | 0 | 0 |
| Revisiting Mid-Level Patterns for Cross-Domain Few-Shot Recognition | Aug 7, 2020 | Cross-Domain Few-Shotcross-domain few-shot learning | —Unverified | 0 | 0 |
| A Survey of Deep Visual Cross-Domain Few-Shot Learning | Mar 16, 2023 | Cross-Domain Few-Shotcross-domain few-shot learning | —Unverified | 0 | 0 |
| Understanding the Cross-Domain Capabilities of Video-Based Few-Shot Action Recognition Models | Jun 3, 2024 | Action RecognitionCross-Domain Few-Shot | —Unverified | 0 | 0 |
| APSeg: Auto-Prompt Network for Cross-Domain Few-Shot Semantic Segmentation | Jun 12, 2024 | Cross-Domain Few-ShotFew-Shot Semantic Segmentation | —Unverified | 0 | 0 |
| 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 | 0 |
| A Cross-Domain Few-Shot Learning Method Based on Domain Knowledge Mapping | Apr 9, 2025 | Cross-Domain Few-Shotcross-domain few-shot learning | —Unverified | 0 | 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 | 0 |
| Semi-supervised Meta-learning for Cross-domain Few-shot Intent Classification | Aug 1, 2021 | Cross-Domain Few-ShotFew-Shot Learning | —Unverified | 0 | 0 |
| Anomaly Crossing: New Horizons for Video Anomaly Detection as Cross-domain Few-shot Learning | Dec 12, 2021 | Anomaly DetectionCross-Domain Few-Shot | —Unverified | 0 | 0 |
| A Framework of Meta Functional Learning for Regularising Knowledge Transfer | Mar 28, 2022 | Cross-Domain Few-Shotcross-domain few-shot learning | —Unverified | 0 | 0 |
