A Survey of Deep Visual Cross-Domain Few-Shot Learning

no code implementations • 16 Mar 2023 • Wenjian Wang, Lijuan Duan, Yuxi Wang, Junsong Fan, Zhi Gong, Zhaoxiang Zhang

Research into Cross-Domain Few-Shot (CDFS) has emerged to address this issue, forming a more challenging and realistic setting.

cross-domain few-shot learning Transfer Learning

Remember the Difference: Cross-Domain Few-Shot Semantic Segmentation via Meta-Memory Transfer

no code implementations • CVPR 2022 • Wenjian Wang, Lijuan Duan, Yuxi Wang, Qing En, Junsong Fan, Zhaoxiang Zhang

To remedy this problem, we propose an interesting and challenging cross-domain few-shot semantic segmentation task, where the training and test tasks perform on different domains.

Contrastive Learning Cross-Domain Few-Shot +3