| Cross-domain Few-shot Segmentation with Transductive Fine-tuning | Nov 27, 2022 | Cross-Domain Few-Shot | —Unverified | 0 |
| TGDM: Target Guided Dynamic Mixup for Cross-Domain Few-Shot Learning | Oct 11, 2022 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 0 |
| CD-FSOD: A Benchmark for Cross-domain Few-shot Object Detection | Oct 11, 2022 | Cross-Domain Few-ShotCross-Domain Few-Shot Object Detection | CodeCode Available | 1 |
| ME-D2N: Multi-Expert Domain Decompositional Network for Cross-Domain Few-Shot Learning | Oct 11, 2022 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 1 |
| AcroFOD: An Adaptive Method for Cross-domain Few-shot Object Detection | Sep 22, 2022 | Cross-Domain Few-ShotCross-Domain Few-Shot Object Detection | CodeCode Available | 1 |
| Adversarial Feature Augmentation for Cross-domain Few-shot Classification | Aug 23, 2022 | ClassificationCross-Domain Few-Shot | CodeCode Available | 1 |
| Cross-Domain Few-Shot Classification via Inter-Source Stylization | Aug 17, 2022 | ClassificationCross-Domain Few-Shot | —Unverified | 0 |
| Learn-to-Decompose: Cascaded Decomposition Network for Cross-Domain Few-Shot Facial Expression Recognition | Jul 16, 2022 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 1 |
| Graph Information Aggregation Cross-Domain Few-Shot Learning for Hyperspectral Image Classification | Jun 30, 2022 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 1 |
| Feature Extractor Stacking for Cross-domain Few-shot Learning | May 12, 2022 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 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 |
| 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 |
| Universal Representations: A Unified Look at Multiple Task and Domain Learning | Apr 6, 2022 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 1 |
| A Framework of Meta Functional Learning for Regularising Knowledge Transfer | Mar 28, 2022 | Cross-Domain Few-Shotcross-domain few-shot learning | —Unverified | 0 |
| Cross-Domain Few-Shot Semantic Segmentation | Mar 24, 2022 | Cross-Domain Few-ShotFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Wave-SAN: Wavelet based Style Augmentation Network for Cross-Domain Few-Shot Learning | Mar 15, 2022 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 0 |
| Feature Transformation for Cross-domain Few-shot Remote Sensing Scene Classification | Mar 4, 2022 | Cross-Domain Few-ShotScene Classification | —Unverified | 0 |
| 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 |
| Cross Domain Few-Shot Learning via Meta Adversarial Training | Feb 11, 2022 | Cross-Domain Few-Shotcross-domain few-shot learning | —Unverified | 0 |
| Understanding Cross-Domain Few-Shot Learning Based on Domain Similarity and Few-Shot Difficulty | Feb 1, 2022 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 1 |
| Cross-Domain Few-Shot Graph Classification | Jan 20, 2022 | ClassificationCross-Domain Few-Shot | CodeCode Available | 0 |
| 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 |
| FrLove : Could a Frenchman rapidly identify Lovecraft? | Jan 17, 2022 | Cross-Domain Few-Shotcross-domain few-shot learning | —Unverified | 0 |
| Beyond Simple Meta-Learning: Multi-Purpose Models for Multi-Domain, Active and Continual Few-Shot Learning | Jan 13, 2022 | Active Learningcontinual few-shot learning | CodeCode Available | 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 |
