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@xmed-lab

xmed-lab

Medical AI and Computer Vision Group, HKUST

Popular repositories

  1. CLIP_Surgery CLIP_Surgery Public

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

    Jupyter Notebook 294 20

  2. CLIPN CLIPN Public

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

    Python 102 11

  3. GenericSSL GenericSSL Public

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

    Python 58 3

  4. DHC DHC Public

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

    Python 45

  5. CLD-Semi CLD-Semi Public

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

    Python 44 2

  6. RSCFed RSCFed Public

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

    Python 43 13

Repositories

Showing 10 of 46 repositories
  • DHC Public

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

    Python 45 MIT 0 1 0 Updated May 14, 2024
  • TriALS Public

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

    Python 23 Apache-2.0 1 0 0 Updated Apr 10, 2024
  • AllSpark Public

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

    Python 41 MIT 7 6 0 Updated Apr 9, 2024
  • C2RV-CBCT Public

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

    Python 13 0 0 0 Updated Apr 8, 2024
  • ECBM Public

    ICLR 2024: Energy-Based Concept Bottleneck Models: Unifying Prediction, Concept Intervention, and Probabilistic Interpretations

    Jupyter Notebook 13 MIT 1 0 0 Updated Apr 6, 2024
  • MultiEYE Public
    0 0 0 0 Updated Apr 1, 2024
  • FoPro-KD Public

    TMI 2023: FoPro-KD: Fourier Prompted Effective Knowledge Distillation for Long-Tailed Medical Image Recognition

    5 1 1 0 Updated Mar 19, 2024
  • GenericSSL Public

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

    Python 58 3 1 0 Updated Mar 19, 2024
  • M3-UDA Public

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

    1 0 0 0 Updated Mar 12, 2024
  • HCGNet Public

    J-BHI 2024: Exploiting Hierarchical Interactions for Protein Surface Learning

    Python 11 MIT 1 0 0 Updated Jan 21, 2024
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