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    44 repositories

    • MRM

      Public
      [ICCV' 23] MRM: Masked Relation Modeling for Medical Image Pre-Training with Genetics
      Python
      •
      MIT License
      •0•8•1•0•Updated Oct 28, 2024Oct 28, 2024

    • DSI-Net

      Public
      [TMI' 21] DSI-Net: Deep Synergistic Interaction Network for Joint Classification and Segmentation with Endoscope Images
      Python
      •6•13•0•0•Updated Jun 19, 2024Jun 19, 2024

    • HABIT

      Public
      This is an official PyTorch implementation of the paper "Hierarchical Bias Mitigation for Semi-Supervised Medical Image Classification"
      Python
      •
      MIT License
      •2•4•1•0•Updated May 13, 2024May 13, 2024

    • FedPD

      Public
      [ICCV' 23] FedPD: Federated Open Set Recognition with Parameter Disentanglement
      Python
      •0•6•0•0•Updated Mar 25, 2024Mar 25, 2024

    • SOMA

      Public
      [ICCV' 23 ORAL] Novel Scenes & Classes: Towards Adaptive Open-set Object Detection
      graph-based-learningopen-set-object-detectiondomain-adaptive-object-detection
      Python
      •
      MIT License
      •4•37•1•0•Updated Mar 18, 2024Mar 18, 2024

    • SFDA-FSM

      Public
      [MIA' 22] Source free domain adaptation for medical image segmentation with fourier style mining
      Python
      •
      Apache License 2.0
      •8•42•7•0•Updated Feb 27, 2024Feb 27, 2024

    • MPA-DA

      Public
      [JBHI'21] Mutual-Prototype Adaptation for Cross-Domain Polyp Segmentation
      Python
      •2•9•1•0•Updated Jan 17, 2024Jan 17, 2024

    • SIGMA

      Public
      [CVPR' 22 ORAL] SIGMA: Semantic-complete Graph Matching for Domain Adaptative Object Detection
      object-detectiongraph-matchingdomain-adaptation
      Python
      •
      MIT License
      •18•155•7•0•Updated Nov 14, 2023Nov 14, 2023

    • EndoCV-2021

      Public
      [EndoCV'21] Joint Polyp Detection and Segmentation with Heterogeneous Endoscopic Data
      Python
      •
      MIT License
      •1•1•1•0•Updated Oct 28, 2023Oct 28, 2023

    • SFPolypDA

      Public
      [TMI'22] A Source-free Domain Adaptive Polyp Detection Framework with Style Diversification Flow
      domain-adaptationpolyp-detectionsource-free
      Python
      •
      Other
      •1•12•0•0•Updated Oct 11, 2023Oct 11, 2023

    • FedOSS

      Public
      [TMI'23] FedOSS: Federated Open Set Recognition via Inter-client Discrepancy and Collaboration
      Python
      •1•6•0•0•Updated Sep 12, 2023Sep 12, 2023

    • ThresholdNet

      Public
      [TMI'20] Learn to Threshold: ThresholdNet with Confidence-Guided Manifold Mixup for Polyp Segmentation
      Python
      •
      MIT License
      •2•3•0•0•Updated Sep 5, 2023Sep 5, 2023

    • DW-HieraSeg

      Public
      [MedIA'21] Dynamic-weighting Hierarchical Segmentation Network for Medical Images
      medical-image-segmentationdynamic-weightinghierarchical-fully-connecte-layer
      Python
      •
      MIT License
      •4•9•0•0•Updated Sep 5, 2023Sep 5, 2023

    • L2uDT

      Public
      [TMI' 21] Semantic-oriented Labeled-to-unlabeled Distribution Translation for Image Segmentation
      segmentationl2udtsocl
      Python
      •
      MIT License
      •2•8•0•0•Updated Sep 5, 2023Sep 5, 2023

    • SimT

      Public
      [CVPR22'] SimT: Handling Open-set Noise for Domain Adaptive Semantic Segmentation
      Python
      •
      MIT License
      •5•24•0•1•Updated Sep 5, 2023Sep 5, 2023

    • MultiModal-learning

      Public
      Python
      •4•28•2•0•Updated Aug 18, 2023Aug 18, 2023

    • TGMA

      Public
      [MICCAI'23] Transferability-Guided Multi-Source Model Adaptation for Medical Image Segmentation
      Apache License 2.0
      •0•0•0•0•Updated Jul 21, 2023Jul 21, 2023

    • Anna

      Public
      [CVPR' 23] Adjustment and Alignment for Unbiased Open Set Domain Adaptation
      causalityopen-set-domain-adaptation
      Python
      •
      MIT License
      •3•16•1•0•Updated May 29, 2023May 29, 2023

    • FedDM

      Public
      [TMI' 23] FedDM: Federated Weakly Supervised Segmentation via Annotation Calibration and Gradient De-conflicting
      Python
      •2•12•0•0•Updated Mar 11, 2023Mar 11, 2023

    • GFBS

      Public
      [ACM MM'21] Exploring Gradient Flow Based Saliency for DNN Model Compression
      Python
      •
      MIT License
      •3•2•1•0•Updated Feb 5, 2023Feb 5, 2023

    • SCAN

      Public
      [AAAI' 22 ORAL] SCAN: Cross Domain Object Detection with Semantic Conditioned Adaptation
      graphobject-detectiondomain-adaptationconditional-convolutions
      Python
      •
      MIT License
      •2•32•0•0•Updated Nov 25, 2022Nov 25, 2022

    • Decoupled-Unbiased-Teacher

      Public
      Python
      •2•1•1•0•Updated Oct 19, 2022Oct 19, 2022

    • FedInI

      Public
      [MICCAI' 22] Intervention & Interaction Federated Abnormality Detection with Noisy Clients
      Python
      •
      MIT License
      •1•4•0•0•Updated Oct 14, 2022Oct 14, 2022

    • FedGP

      Public
      Python
      •
      MIT License
      •1•1•0•0•Updated Oct 6, 2022Oct 6, 2022

    • EPT

      Public
      Edge-oriented Point cloud Transformer for 3D Intracranial Aneurysm Segmentation. MICCAI22
      Python
      •
      MIT License
      •7•11•0•0•Updated Aug 18, 2022Aug 18, 2022

    • PRR-Imbalance

      Public
      [TMI'22] Personalized Retrogress-Resilient Federated Learning Towards Imbalanced Medical Data
      Python
      •
      MIT License
      •3•13•1•0•Updated Jul 20, 2022Jul 20, 2022

    • InfProto

      Public
      1•0•1•0•Updated Jul 4, 2022Jul 4, 2022

    • TEAR

      Public
      [MICCAI' 22] Semi-Supervised Medical Image Classification with Temporal Knowledge-Aware Regularization
      Python
      •
      MIT License
      •4•5•0•0•Updated Jun 27, 2022Jun 27, 2022

    • D2Net

      Public
      [TMI' 22] D2-Net: Dual Disentanglement Network for Brain Tumor Segmentation with Missing Modalities
      Python
      •
      Apache License 2.0
      •5•24•1•0•Updated Jun 27, 2022Jun 27, 2022

    • JCAS

      Public
      [MICCAI'22] Joint Class-Affinity Loss Correction for Robust Medical Image Segmentation with Noisy Labels
      label-noisesmedical-imagingsegmentationsemantic-segmentation
      Python
      •2•14•0•0•Updated Jun 20, 2022Jun 20, 2022