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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 315 21

  2. CLIPN CLIPN Public

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

    Python 106 10

  3. GenericSSL GenericSSL Public

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

    Python 68 4

  4. DHC DHC Public

    MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation

    Python 46

  5. RSCFed RSCFed Public

    CVPR 2022: RSCFed: Random Sampling Consensus Federated Semi-supervised Learning

    Python 45 13

  6. CLD-Semi CLD-Semi Public

    MICCAI 2022: Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation

    Python 44 2

Repositories

Showing 10 of 48 repositories
  • DIF-Gaussian Public

    MICCAI 2024: Learning 3D Gaussians for Extremely Sparse-View Cone-Beam CT Reconstruction

    xmed-lab/DIF-Gaussian’s past year of commit activity
    Python 5 0 0 0 Updated Jun 28, 2024
  • C2RV-CBCT Public

    CVPR 2024, "C^2RV: Cross-Regional and Cross-View Learning for Sparse-View CBCT Reconstruction"

    xmed-lab/C2RV-CBCT’s past year of commit activity
    Python 17 1 0 0 Updated Jun 27, 2024
  • ToMo-UDA Public
    xmed-lab/ToMo-UDA’s past year of commit activity
    0 0 0 0 Updated Jun 21, 2024
  • GraphEcho Public

    ICCV 2023, "GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video Segmentation"

    xmed-lab/GraphEcho’s past year of commit activity
    Python 28 MIT 3 3 0 Updated Jun 19, 2024
  • M3-UDA Public

    CVPR M^3-UDA: A New Benchmark for Unsupervised Domain Adaptive Fetal Cardiac Structure Detection

    xmed-lab/M3-UDA’s past year of commit activity
    Python 2 0 0 0 Updated Jun 19, 2024
  • xmed-lab/NuInstruct’s past year of commit activity
    37 1 2 0 Updated Jun 15, 2024
  • TriALS Public

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

    xmed-lab/TriALS’s past year of commit activity
    Python 34 Apache-2.0 2 1 0 Updated Jun 4, 2024
  • GenericSSL Public

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

    xmed-lab/GenericSSL’s past year of commit activity
    Python 68 4 0 0 Updated Jun 4, 2024
  • DHC Public

    MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation

    xmed-lab/DHC’s past year of commit activity
    Python 46 MIT 0 0 0 Updated May 14, 2024
  • AllSpark Public

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

    xmed-lab/AllSpark’s past year of commit activity
    Python 44 MIT 6 8 0 Updated Apr 9, 2024

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