| Leveraging Normalization Layer in Adapters With Progressive Learning and Adaptive Distillation for Cross-Domain Few-Shot Learning | Dec 18, 2023 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 0 |
| Improving Cross-domain Few-shot Classification with Multilayer Perceptron | Dec 15, 2023 | ClassificationCross-Domain Few-Shot | CodeCode Available | 1 |
| DARNet: Bridging Domain Gaps in Cross-Domain Few-Shot Segmentation with Dynamic Adaptation | Dec 8, 2023 | Cross-Domain Few-ShotSegmentation | —Unverified | 0 |
| Adaptive Weighted Co-Learning for Cross-Domain Few-Shot Learning | Dec 6, 2023 | Cross-Domain Few-Shotcross-domain few-shot learning | —Unverified | 0 |
| Cross-Level Distillation and Feature Denoising for Cross-Domain Few-Shot Classification | Nov 4, 2023 | ClassificationCross-Domain Few-Shot | CodeCode Available | 1 |
| Multi-level Relation Learning for Cross-domain Few-shot Hyperspectral Image Classification | Nov 2, 2023 | ClassificationContrastive Learning | CodeCode Available | 0 |
| CDFSL-V: Cross-Domain Few-Shot Learning for Videos | Sep 7, 2023 | Action RecognitionCross-Domain Few-Shot | CodeCode Available | 1 |
| RestNet: Boosting Cross-Domain Few-Shot Segmentation with Residual Transformation Network | Aug 25, 2023 | Cross-Domain Few-ShotSemantic Segmentation | CodeCode Available | 1 |
| Adaptive Semantic Consistency for Cross-domain Few-shot Classification | Aug 1, 2023 | ClassificationCross-Domain Few-Shot | CodeCode Available | 0 |
| Task-Oriented Channel Attention for Fine-Grained Few-Shot Classification | Jul 28, 2023 | Cross-Domain Few-ShotFine-Grained Image Classification | CodeCode Available | 1 |
| Mutually Guided Few-shot Learning for Relational Triple Extraction | Jun 23, 2023 | Cross-Domain Few-ShotDecoder | CodeCode Available | 0 |
| Dual Adaptive Representation Alignment for Cross-domain Few-shot Learning | Jun 18, 2023 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 1 |
| PromptNER: Prompt Locating and Typing for Named Entity Recognition | May 26, 2023 | Cross-Domain Few-ShotEntity Typing | CodeCode Available | 1 |
| Few-shot Class-incremental Learning for Cross-domain Disease Classification | Apr 12, 2023 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| A Survey of Deep Visual Cross-Domain Few-Shot Learning | Mar 16, 2023 | Cross-Domain Few-Shotcross-domain few-shot learning | —Unverified | 0 |
| Deep Learning for Cross-Domain Few-Shot Visual Recognition: A Survey | Mar 15, 2023 | Cross-Domain Few-Shotcross-domain few-shot learning | —Unverified | 0 |
| Unsupervised Meta-Learning via Few-shot Pseudo-supervised Contrastive Learning | Mar 2, 2023 | Contrastive LearningCross-Domain Few-Shot | CodeCode Available | 1 |
| StyleAdv: Meta Style Adversarial Training for Cross-Domain Few-Shot Learning | Feb 18, 2023 | Adversarial AttackCross-Domain Few-Shot | CodeCode Available | 1 |
| Exploiting Style Transfer-based Task Augmentation for Cross-Domain Few-Shot Learning | Jan 19, 2023 | Cross-Domain Few-Shotcross-domain few-shot learning | —Unverified | 0 |
| Task-aware Adaptive Learning for Cross-domain Few-shot Learning | Jan 1, 2023 | Cross-Domain Few-Shotcross-domain few-shot learning | —Unverified | 0 |
| Revisiting Prototypical Network for Cross Domain Few-Shot Learning | Jan 1, 2023 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 1 |
| ProD: Prompting-To-Disentangle Domain Knowledge for Cross-Domain Few-Shot Image Classification | Jan 1, 2023 | Cross-Domain Few-ShotDomain Generalization | —Unverified | 0 |
| Cap2Aug: Caption guided Image to Image data Augmentation | Dec 11, 2022 | ClassificationCross-Domain Few-Shot | —Unverified | 0 |
| Cross-Domain Few-Shot Relation Extraction via Representation Learning and Domain Adaptation | Dec 5, 2022 | Contrastive LearningCross-Domain Few-Shot | —Unverified | 0 |
| Rationale-Guided Few-Shot Classification to Detect Abusive Language | Nov 30, 2022 | Abusive LanguageClassification | CodeCode Available | 0 |
