2026
Interpretable Cross-Domain Few-Shot Learning with Rectified Target-Domain Local Alignment
CVPR 2026
Cross-Domain Few-Shot Learning (CDFSL) adapts models trained with large-scale general data (source domain) to downstream target domains with only scarce training data, where the research on vision-language models (e.g., CLIP) is still in the early stages. Typical downstream domains, such as medical