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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 443 26

  2. CLIPN CLIPN Public

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

    Python 139 11

  3. TriALS TriALS Public

    MICCAI 2024/2025: nnUNet incorporating additional baselines as SAMed️, Mamba Variants, and MedNeXT to establish a benchmark for segmentation challenges.

    Python 110 12

  4. GenericSSL GenericSSL Public

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

    Python 106 5

  5. AllSpark AllSpark Public

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

    Python 83 13

  6. TAM TAM Public

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

    Python 82 1

Repositories

Showing 10 of 91 repositories
  • 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 10 2 1 0 Updated Oct 1, 2025
  • CUDA Public

    ICML 2025: Concept-Based Unsupervised Domain Adaptation

    xmed-lab/CUDA’s past year of commit activity
    Python 4 MIT 1 0 0 Updated Sep 27, 2025
  • 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 2 0 Updated Sep 27, 2025
  • DFG Public

    IEEE TMI 2025: Leveraging Segment Anything Model for Source-Free Domain Adaptation via Dual Feature Guided Auto-Prompting

    xmed-lab/DFG’s past year of commit activity
    Python 3 2 0 0 Updated Sep 25, 2025
  • CardiacCLIP Public

    [MICCAI 2025] CardiacCLIP: Video-based CLIP Adaptation for LVEF Prediction in a Few-shot Manner

    xmed-lab/CardiacCLIP’s past year of commit activity
    Jupyter Notebook 3 0 0 0 Updated Sep 24, 2025
  • ECED Public

    Multi-Agent Collaboration for Integrating Echocardiography Expertise in Multi-Modal Large Language Models

    xmed-lab/ECED’s past year of commit activity
    0 0 0 0 Updated Sep 24, 2025
  • CvG-Diff Public

    [MICCAI 2025 Spotlight] Cross-view Generalized Diffusion Model for Sparse-view CT Reconstruction

    xmed-lab/CvG-Diff’s past year of commit activity
    Python 7 0 0 0 Updated Sep 15, 2025
  • WSI-MLLM Public

    Towards Generalizable Pathology Reports via a Multimodal LLM with the Multicenter In-Context Learning

    xmed-lab/WSI-MLLM’s past year of commit activity
    Python 0 0 0 0 Updated Sep 10, 2025
  • MOC Public

    [MICCAI2025] MOC: Meta-Optimized Classifier for Few-Shot Whole Slide Image Classification

    xmed-lab/MOC’s past year of commit activity
    Python 5 MIT 0 1 0 Updated Sep 9, 2025
  • 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 11 1 0 0 Updated Aug 29, 2025
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