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@xmed-lab

xmed-lab

Medical AI and Computer Vision Group, HKUST

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  1. CLIP_Surgery CLIP_Surgery Public

    [Pattern Recognition 25] CLIP Surgery for Better Explainability with Enhancement in Open-Vocabulary Tasks

    Jupyter Notebook 439 27

  2. CLIPN CLIPN Public

    ICCV 2023: CLIPN for Zero-Shot OOD Detection: Teaching CLIP to Say No

    Python 139 12

  3. GenericSSL GenericSSL Public

    NeurIPS 2023: Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation

    Python 103 5

  4. TriALS TriALS Public

    MICCAI 2024/2025: nnUNet incorporating additional baselines as SAMed️, Mamba Variants, and MedNeXT to establish a benchmark for segmentation challenges.

    Python 102 9

  5. AllSpark AllSpark Public

    CVPR 2024: AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation

    Python 82 13

  6. DIF-Net DIF-Net Public

    MICCAI 2023: Learning Deep Intensity Field for Extremely Sparse-View CBCT Reconstruction

    Python 75 14

Repositories

Showing 10 of 88 repositories
  • SSR-KD Public
    xmed-lab/SSR-KD’s past year of commit activity
    Python 2 MIT 0 0 0 Updated Aug 20, 2025
  • DIF-Net Public

    MICCAI 2023: Learning Deep Intensity Field for Extremely Sparse-View CBCT Reconstruction

    xmed-lab/DIF-Net’s past year of commit activity
    Python 75 MIT 14 14 0 Updated Aug 16, 2025
  • CvG-Diff Public
    xmed-lab/CvG-Diff’s past year of commit activity
    Python 0 0 0 0 Updated Aug 15, 2025
  • SurgFormer Public

    [MIA 2025]: A New Dataset and Versatile Multi-Task Surgical Workflow Analysis Framework for Thoracoscopic Mitral Valvuloplasty

    xmed-lab/SurgFormer’s past year of commit activity
    Python 5 0 0 0 Updated Aug 11, 2025
  • TAM Public

    [ICCV25 Oral] Token Activation Map to Visually Explain Multimodal LLMs

    xmed-lab/TAM’s past year of commit activity
    Python 57 1 1 0 Updated Aug 8, 2025
  • TriALS Public

    MICCAI 2024/2025: nnUNet incorporating additional baselines as SAMed️, Mamba Variants, and MedNeXT to establish a benchmark for segmentation challenges.

    xmed-lab/TriALS’s past year of commit activity
    Python 102 Apache-2.0 9 4 0 Updated Aug 4, 2025
  • VAMPIRE Public

    [MICCAI 2025] VAMPIRE: Uncovering Vessel Directional and Morphological Information from OCTA Images for Cardiovascular Disease Risk Factor Prediction

    xmed-lab/VAMPIRE’s past year of commit activity
    Python 4 0 1 0 Updated Jul 29, 2025
  • OS_RRG Public
    xmed-lab/OS_RRG’s past year of commit activity
    Python 1 0 0 0 Updated Jul 28, 2025
  • DFG Public

    DFG

    xmed-lab/DFG’s past year of commit activity
    Python 1 1 0 0 Updated Jul 17, 2025
  • GLP Public
    xmed-lab/GLP’s past year of commit activity
    Python 0 0 0 0 Updated Jul 15, 2025
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