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1. X-CoT X-CoT Public

   Official implementation of "X-CoT: Explainable Text-to-Video Retrieval via LLM-based Chain-of-Thought Reasoning (EMNLP 2025)"

   Python 10

2. Foreground-Background-Augmentation Foreground-Background-Augmentation Public

   ReID + SFDA - Dual-Region Augmentation (Foreground Noise + Background Shuffle) for robust person re-identification (ReID) and source-free domain adaptation (SFDA).

   Python 9

3. MMD-AdversarialNAS-GAN MMD-AdversarialNAS-GAN Public

   Enhancing GAN Performance Through Neural Architecture Search and Tensor Decomposition

   Python 6 1

4. really-awesome-sfda really-awesome-sfda Public

   Really Awesome Source-free Domain Adaptation: papers, code, datasets, benchmarks, and tutorials.

   5

5. SPM SPM Public

   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 Vis…

   Python 4 1

6. EHAR-GAN EHAR-GAN Public

   Enhancing Human Action Recognition with GAN-based Data Augmentation

   Python 3