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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 482 30

  2. TAM TAM Public

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

    Python 188 11

  3. CLIPN CLIPN Public

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

    Python 144 12

  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 138 14

  5. GenericSSL GenericSSL Public

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

    Python 116 5

  6. AllSpark AllSpark Public

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

    Python 90 14

Repositories

Showing 10 of 110 repositories
  • CACSurv Public
    xmed-lab/CACSurv's past year of commit activity
    0 0 1 0 Updated Aug 17, 2026
  • NeuronsPlusPlus Public
    xmed-lab/NeuronsPlusPlus's past year of commit activity
    Python 0 0 0 0 Updated Jul 28, 2026
  • GeoSapiens Public

    MICCAI 2025: Geometric-Guided Few-Shot Dental Landmark Detection with Human-Centric Foundation Model

    xmed-lab/GeoSapiens's past year of commit activity
    Python 13 0 0 0 Updated Jul 23, 2026
  • NEURONS Public

    [ICCV 2025] Neurons: Emulating the Human Visual Cortex Improves Fidelity and Interpretability in fMRI-to-Video Reconstruction

    xmed-lab/NEURONS's past year of commit activity
    Python 29 3 0 0 Updated Jul 5, 2026
  • RadHiera Public

    [MICCAI2026] RadHiera: Semantic Hierarchical Reinforcement Learning for Medical Report Generation

    xmed-lab/RadHiera's past year of commit activity
    Python 5 0 0 0 Updated Jun 28, 2026
  • BBRD Public
    xmed-lab/BBRD's past year of commit activity
    Python 8 MIT 0 1 0 Updated Jun 22, 2026
  • CCC-GRPO Public

    [ICML 2026] Injecting Distributional Awareness into MLLMs via Reinforcement Learning for Deep Imbalanced Regression

    xmed-lab/CCC-GRPO's past year of commit activity
    Python 2 0 0 0 Updated Jun 12, 2026
  • SonoNexus Public

    SonoNexus:

    xmed-lab/SonoNexus's past year of commit activity
    Python 5 1 0 0 Updated Jun 10, 2026
  • SyRe Public
    xmed-lab/SyRe's past year of commit activity
    Python 8 0 1 0 Updated Jun 9, 2026
  • CaPro Public

    AAAI2026: CaPro: Curvilinear-aware Prompt Learning with Single Unlabeled Image for Cost-effective Curvilinear Structure Segmentation

    xmed-lab/CaPro's past year of commit activity
    Python 14 1 0 0 Updated Jun 3, 2026
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