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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 474 29

  2. TAM TAM Public

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

    Python 183 10

  3. CLIPN CLIPN Public

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

    Python 143 11

  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 126 13

  5. GenericSSL GenericSSL Public

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

    Python 112 5

  6. AllSpark AllSpark Public

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

    Python 85 14

Repositories

Showing 10 of 105 repositories
  • 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 126 Apache-2.0 13 2 0 Updated Apr 21, 2026
  • DeepSparse Public

    [TMI 2026] DeepSparse: A Foundation Model for Sparse-View CBCT Reconstruction

    xmed-lab/DeepSparse’s past year of commit activity
    Python 9 MIT 0 0 0 Updated Apr 13, 2026
  • SSR-KD Public

    [npj Digital Medicine 2026] Real-Time Reconstruction of 3D Bone Models via Very-Low-Dose Protocols

    xmed-lab/SSR-KD’s past year of commit activity
    Python 9 MIT 0 0 0 Updated Apr 13, 2026
  • MSSG Public

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

    xmed-lab/MSSG’s past year of commit activity
    Python 10 1 3 0 Updated Apr 13, 2026
  • CLSS Public

    The official implementation of GCLSS (Generalized CLSS) and CLSS (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 13 2 1 0 Updated Apr 11, 2026
  • SonoNexus Public

    SonoNexus:

    xmed-lab/SonoNexus’s past year of commit activity
    Python 2 1 0 0 Updated Apr 7, 2026
  • SemKey Public
    xmed-lab/SemKey’s past year of commit activity
    Python 8 MIT 0 2 0 Updated Apr 5, 2026
  • AttTok Public

    ICLR 2026 AttTok: Marrying Attribute Tokens with Generative Pre-trained Vision-Language Models towards Medical Image Understanding

    xmed-lab/AttTok’s past year of commit activity
    Python 1 0 0 0 Updated Mar 27, 2026
  • MedSapiens Public

    [MedIA 2026] MedSapiens: Taking a Pose to Rethink Medical Imaging Landmark Detection

    xmed-lab/MedSapiens’s past year of commit activity
    Python 16 1 0 0 Updated Mar 16, 2026
  • ZEBRA Public

    [NeurIPS 2025] Zebra: Towards Zero-Shot Cross-Subject Generalization for Universal Brain Visual Decoding

    xmed-lab/ZEBRA’s past year of commit activity
    Python 9 2 2 0 Updated Mar 13, 2026

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