https://github.com/prasannapulakurthi/spm
Shuffle PatchMix (SPM) for Source-Free Domain Adaptation (ICIP 2025); patch-shuffle augmentation + confidence-margin pseudo-labels. New SOTA on PACS (+7.3%), strong results on DomainNet-126 and VisDA-C.
https://github.com/prasannapulakurthi/spm
classification computer-vision contrastive-learning data-augmentation deep-learning domain-adaptation icip-2025 image-augmentation image-classification image-processing machine-learning pseudo-labeling python pytorch self-training source-free-domain-adaptation
Last synced: 3 months ago
JSON representation
Shuffle PatchMix (SPM) for Source-Free Domain Adaptation (ICIP 2025); patch-shuffle augmentation + confidence-margin pseudo-labels. New SOTA on PACS (+7.3%), strong results on DomainNet-126 and VisDA-C.
- Host: GitHub
- URL: https://github.com/prasannapulakurthi/spm
- Owner: PrasannaPulakurthi
- License: mit
- Created: 2025-01-19T23:39:11.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2025-11-14T21:28:15.000Z (7 months ago)
- Last Synced: 2025-11-14T23:36:58.593Z (7 months ago)
- Topics: classification, computer-vision, contrastive-learning, data-augmentation, deep-learning, domain-adaptation, icip-2025, image-augmentation, image-classification, image-processing, machine-learning, pseudo-labeling, python, pytorch, self-training, source-free-domain-adaptation
- Language: Python
- Homepage: https://ieeexplore.ieee.org/abstract/document/11084606
- Size: 4.75 MB
- Stars: 3
- Watchers: 1
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: readme.md
- License: LICENSE