bhattarailab / CAR-MFL
This repository contains the source code for our MICCAI 2024 paper titled 'CAR-MFL: Cross-Modal Augmentation by Retrieval for Multimodal Federated Learning with Missing Modalities'
☆9Updated last month
Related projects ⓘ
Alternatives and complementary repositories for CAR-MFL
- [MICCAI 2023] GRACE: Enhancing Federated Learning for Medical Imaging with Generalized and Personalized Gradient Correction☆16Updated last year
- [CVPR2024] Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts☆17Updated 4 months ago
- [MICCAI'22] Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance☆19Updated 2 years ago
- ☆10Updated last year
- [CVPR 2023] Federated Domain Generalization with Generalization Adjustment☆43Updated last year
- CVPR 2022: RSCFed: Random Sampling Consensus Federated Semi-supervised Learning☆45Updated 2 years ago
- Self-supervised federated learning for medical imaging - IEEE TMI☆63Updated 5 months ago
- [TMI' 23] FedDM: Federated Weakly Supervised Segmentation via Annotation Calibration and Gradient De-conflicting☆11Updated last year
- ☆16Updated 2 years ago
- ☆14Updated last week
- Official repository for Towards Multi-modal Transformers in Federated Learning (ECCV2024)☆10Updated 4 months ago
- Official implementation for MICCAI 2021 paper "Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching"☆50Updated last year
- A python (PyTorch) implementation of federated multi-encoding U-Net (Fed-MENU) method for federated learning-based multi-organ segmentati…☆13Updated last week
- [MICCAI2024] "FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation". A framework for fine-tuning SAM (Segment Any…☆36Updated 3 months ago
- [AAAI'22] HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images☆85Updated 2 years ago
- [ECCV 2022] Personalizing Federated Medical Image Segmentation☆45Updated last year
- 【CVPR 2023】Learning Federated Visual Prompt in Null Space for MRI Reconstruction☆42Updated last year
- This repo is the official implementation of TMI2024 paper "Prompt-driven Latent Domain Generalization for Medical Image Classification".☆12Updated 2 weeks ago
- CVPR 2024 - Fair Federated Learning under Domain Skew with Local Consistency and Domain Diversity☆14Updated 5 months ago
- The official PyTorch implementation for the paper: "FedNoRo: Towards Noise-Robust Federated Learning By Addressing Class Imbalance and La…☆21Updated 7 months ago
- The code for paper FedCL: Federated Contrastive Learning for Multi-center Medical Image Classification.☆18Updated last year
- A federated image segmentation method based on style transfer☆14Updated last month
- [TMI'22] Personalized Retrogress-Resilient Federated Learning Towards Imbalanced Medical Data☆13Updated 2 years ago
- [CVPR2023]PEFAT: Boosting Semi-supervised Medical Image Classification via Pseudo-loss Estimation and Feature Adversarial Training☆44Updated last year
- [MICCAI2023] Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging☆11Updated 3 months ago
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆35Updated 9 months ago
- The official implementation for the paper: "FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image Classification",…☆15Updated 10 months ago
- offical code for MMANet: Margin-aware Distillation and Modality-aware Regularization for Incomplete Multimodal Learning☆32Updated 5 months ago
- ICLR 2023 - FedFA: Federated Feature Augmentation☆57Updated last year
- Code for Prompt Learning based Source-free Domain Adaptation for Medical Image Segmentation.☆22Updated last year