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SIGMA
[CVPR' 22 ORAL] SIGMA: Semantic-complete Graph Matching for Domain Adaptative Object DetectionSFDA-FSM
[MIA' 22] Source free domain adaptation for medical image segmentation with fourier style miningSOMA
[ICCV' 23 ORAL] Novel Scenes & Classes: Towards Adaptive Open-set Object DetectionNLTE
[CVPR' 22] Towards Robust Adaptive Object Detection under Noisy AnnotationsSCAN
[AAAI' 22 ORAL] SCAN: Cross Domain Object Detection with Semantic Conditioned AdaptationMultiModal-learning
SimT
[CVPR22'] SimT: Handling Open-set Noise for Domain Adaptive Semantic SegmentationD2Net
[TMI' 22] D2-Net: Dual Disentanglement Network for Brain Tumor Segmentation with Missing ModalitiesI2GCN
[MedIA'22] Instance Importance-Aware Graph Convolutional Network for 3D Medical DiagnosisPRR-FL
[MICCAI'21] Personalized Retrogress-Resilient Framework for Real-World Medical Federated LearningJCAS
[MICCAI'22] Joint Class-Affinity Loss Correction for Robust Medical Image Segmentation with Noisy LabelsPRR-Imbalance
[TMI'22] Personalized Retrogress-Resilient Federated Learning Towards Imbalanced Medical DataSFPolypDA
[TMI'22] A Source-free Domain Adaptive Polyp Detection Framework with Style Diversification FlowAnna
[CVPR' 23] Adjustment and Alignment for Unbiased Open Set Domain AdaptationDW-HieraSeg
[MedIA'21] Dynamic-weighting Hierarchical Segmentation Network for Medical ImagesFedDM
[TMI' 23] FedDM: Federated Weakly Supervised Segmentation via Annotation Calibration and Gradient De-conflictingL2uDT
[TMI' 21] Semantic-oriented Labeled-to-unlabeled Distribution Translation for Image SegmentationHTD
[TIP' 21] HTD: Heterogeneous Task Decoupling for Two-stage Object DetectionMPA-DA
[JBHI'21] Mutual-Prototype Adaptation for Cross-Domain Polyp SegmentationMRM
[ICCV' 23] MRM: Masked Relation Modeling for Medical Image Pre-Training with GeneticsDSI-Net
[TMI' 21] DSI-Net: Deep Synergistic Interaction Network for Joint Classification and Segmentation with Endoscope ImagesPrototypical-Graph-DA
[TMI' 21] Graph-based Surgical Instrument Adaptive Segmentation via Domain-Common KnowledgeSePIG
[MICCAI'21] Prototypical Interaction Graph for Unsupervised Domain Adaptation in Surgical Instrument SegmentationFedPD
[ICCV' 23] FedPD: Federated Open Set Recognition with Parameter DisentanglementFedOSS
[TMI'23] FedOSS: Federated Open Set Recognition via Inter-client Discrepancy and CollaborationFedInI
[MICCAI' 22] Intervention & Interaction Federated Abnormality Detection with Noisy ClientsUOL-OSDA
[ECCV' 22] Unknown-oriented Learning for Open Set Domain AdaptationHABIT
This is an official PyTorch implementation of the paper "Hierarchical Bias Mitigation for Semi-Supervised Medical Image Classification"FedGP
GFBS
[ACM MM'21] Exploring Gradient Flow Based Saliency for DNN Model CompressionDecoupled-Unbiased-Teacher
EndoCV-2021
[EndoCV'21] Joint Polyp Detection and Segmentation with Heterogeneous Endoscopic DataLove Open Source and this site? Check out how you can help us