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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

    CLIP Surgery for Better Explainability with Enhancement in Open-Vocabulary Tasks

    Jupyter Notebook 404 25

  2. CLIPN CLIPN Public

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

    Python 135 13

  3. GenericSSL GenericSSL Public

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

    Python 98 5

  4. AllSpark AllSpark Public

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

    Python 79 9

  5. TriALS TriALS Public

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

    Python 78 5

  6. DIF-Net DIF-Net Public

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

    Python 73 13

Repositories

Showing 10 of 71 repositories
  • TP-Mamba Public

    MICCAI 2024: Tri-Plane Mamba: Efficiently Adapting Segment Anything Model for 3D Medical Images

    xmed-lab/TP-Mamba’s past year of commit activity
    Python 16 0 5 0 Updated Apr 3, 2025
  • ECDM Public

    Energy-Based Conceptual Diffusion Model

    xmed-lab/ECDM’s past year of commit activity
    0 0 0 0 Updated Apr 3, 2025
  • SD-Messenger Public
    xmed-lab/SD-Messenger’s past year of commit activity
    0 0 0 0 Updated Apr 2, 2025
  • MSSG Public

    MICCAI 2023: Morphology-inspired Unsupervised Gland Segmentation via Selective Semantic Grouping

    xmed-lab/MSSG’s past year of commit activity
    Python 9 0 1 0 Updated Apr 1, 2025
  • UDCHealth Public

    WWW 2025: Unveiling Discrete Clues: Superior Healthcare Predictions for Rare Diseases

    xmed-lab/UDCHealth’s past year of commit activity
    Python 1 0 0 0 Updated Apr 1, 2025
  • CLSS Public

    NeurIPS 2023: Semi-Supervised Contrastive Learning for Deep Regression with Ordinal Rankings from Spectral Seriation

    xmed-lab/CLSS’s past year of commit activity
    Python 9 0 0 0 Updated Apr 1, 2025
  • GeCA Public

    MICCAI 2024: An Organism Starts with a Single Pix-Cell: A Neural Cellular Diffusion for High-Resolution Image Synthesis

    xmed-lab/GeCA’s past year of commit activity
    Python 4 2 0 0 Updated Apr 1, 2025
  • FD-SOS Public

    MICCAI 2024 Oral: Vision-Language Open-Set Detectors for Bone Fenestration and Dehiscence Detection from Intraoral Images

    xmed-lab/FD-SOS’s past year of commit activity
    Python 7 1 0 0 Updated Apr 1, 2025
  • MedRegA Public

    [ICLR 2025] MedRegA: Interpretable Bilingual Multimodal Large Language Model for Diverse Biomedical Tasks

    xmed-lab/MedRegA’s past year of commit activity
    Python 25 1 3 0 Updated Apr 1, 2025
  • NumCLIP Public

    [ECCV 2024] Teach CLIP to Develop a Number Sense for Ordinal Regression

    xmed-lab/NumCLIP’s past year of commit activity
    Python 10 0 0 0 Updated Apr 1, 2025
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