| Remember the Difference: Cross-Domain Few-Shot Semantic Segmentation via Meta-Memory Transfer | Jan 1, 2022 | Contrastive LearningCross-Domain Few-Shot | —Unverified | 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 |
| Ranking Distance Calibration for Cross-Domain Few-Shot Learning | Dec 1, 2021 | Cross-Domain Few-Shotcross-domain few-shot learning | —Unverified | 0 |
| CQARE: Contrastive Question-Answering for Few-shot Relation Extraction with Prompt Tuning | Nov 16, 2021 | Cross-Domain Few-ShotPrompt Engineering | —Unverified | 0 |
| Domain Agnostic Few-Shot Learning For Document Intelligence | Oct 29, 2021 | ClassificationCross-Domain Few-Shot | —Unverified | 0 |
| Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation | Oct 22, 2021 | Autonomous DrivingCross-Domain Few-Shot | CodeCode Available | 1 |
| Contextual Gradient Scaling for Few-Shot Learning | Oct 20, 2021 | Cross-Domain Few-ShotFew-Shot Learning | CodeCode Available | 0 |
| On Label-Efficient Computer Vision: Building Fast and Effective Few-Shot Image Classifiers | Oct 19, 2021 | Active LearningContinual Learning | CodeCode Available | 0 |
| Switch to Generalize: Domain-Switch Learning for Cross-Domain Few-Shot Classification | Sep 29, 2021 | Cross-Domain Few-ShotDomain Generalization | —Unverified | 0 |
| ConFeSS: A Framework for Single Source Cross-Domain Few-Shot Learning | Sep 29, 2021 | Contrastive LearningCross-Domain Few-Shot | —Unverified | 0 |
