Shuffle PatchMix (SPM) for Source-Free Domain Adaptation — patch-shuffle augmentation + confidence-margin pseudo-labels. New SOTA on PACS (+7.3%), strong results on DomainNet-126 and VisDA-C. Reproducible scripts.
python machine-learning computer-vision deep-learning image-processing pytorch classification self-training image-classification data-augmentation image-augmentation domain-adaptation pseudo-labeling contrastive-learning source-free-domain-adaptation icip-2025
-
Updated
Sep 4, 2025 - Python