Jwicaksana / FedMixLinks
☆21Updated 3 years ago
Alternatives and similar repositories for FedMix
Users that are interested in FedMix are comparing it to the libraries listed below
Sorting:
- ☆17Updated last year
- ☆14Updated last year
- [MICCAI2024] "FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation". A framework for fine-tuning SAM (Segment Any…☆68Updated 11 months ago
- [MICCAI 2023] GRACE: Enhancing Federated Learning for Medical Imaging with Generalized and Personalized Gradient Correction☆17Updated 2 years ago
- [AAAI'22] HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images☆91Updated 3 years ago
- [MICCAI'22] Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance☆19Updated 3 years ago
- [ECCV 2022] Personalizing Federated Medical Image Segmentation☆49Updated 2 years ago
- Self-supervised federated learning for medical imaging - IEEE TMI☆76Updated last year
- Official repository for the paper "FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Se…☆17Updated 8 months ago
- [IEEE TMI'23] IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation☆12Updated 2 years ago
- A python (PyTorch) implementation of federated multi-encoding U-Net (Fed-MENU) method for federated learning-based multi-organ segmentati…☆16Updated last year
- [CVPR2024] Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts☆32Updated last year
- [TMI' 23] FedDM: Federated Weakly Supervised Segmentation via Annotation Calibration and Gradient De-conflicting☆14Updated 2 years ago
- CVPR 2022: RSCFed: Random Sampling Consensus Federated Semi-supervised Learning☆48Updated 3 years ago
- [CVPR'21] FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space☆265Updated 4 years ago
- [MICCAI2023] Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging☆14Updated last year
- The code for paper FedCL: Federated Contrastive Learning for Multi-center Medical Image Classification.☆24Updated 2 years ago
- [npj Digital Medicine'21] Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational val…☆37Updated 4 years ago
- MICCAI 2023 DeCaF Best Paper Award: Federated Model Aggregation via Self-Supervised Priors for Highly Imbalanced Medical Image Classifica…☆15Updated 2 years ago
- Official implementation for MICCAI 2021 paper "Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching"☆50Updated 2 years ago
- ☆10Updated 2 years ago
- This repository contains the source code for our MICCAI 2024 paper titled 'CAR-MFL: Cross-Modal Augmentation by Retrieval for Multimodal …☆25Updated last year
- The official implementation for the paper: "FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image Classification",…☆20Updated 2 years ago
- [CVPR 2023] Federated Domain Generalization with Generalization Adjustment☆52Updated 2 years ago
- Dual Encoder-based Dynamic-Channel Graph Convolutional Network with Edge Enhancement for Retinal Vessel Segmentation☆21Updated 4 years ago
- 【IEEE TMI 2022】Specificity-Preserving Federated Learning for MR Image Reconstruction☆45Updated 3 years ago
- Official implementation of the paper "From Optimization to Generalization: Fair Federated Learning against Quality Shift via Inter-Client…☆10Updated 10 months ago
- 胶质瘤图像分割，包括常用的U-Net网络和V-Net网络等（2D和3D）。☆29Updated 3 years ago
- (AAAI-24) Federated Learning via Input-Output Collaborative Distillation☆10Updated 2 years ago
- [IEEE-JBHI'2024] M2FTrans: Modality-Masked Fusion Transformer for Incomplete Multi-Modality Brain Tumor Segmentation☆25Updated last year