JiayiChen815 / FEALLinks
[CVPR2024] Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts
☆27Updated last year
Alternatives and similar repositories for FEAL
Users that are interested in FEAL are comparing it to the libraries listed below
Sorting:
- MICCAI 2023 DeCaF Best Paper Award: Federated Model Aggregation via Self-Supervised Priors for Highly Imbalanced Medical Image Classifica…☆14Updated last year
- [TMI' 23] FedDM: Federated Weakly Supervised Segmentation via Annotation Calibration and Gradient De-conflicting☆12Updated 2 years ago
- Self-supervised federated learning for medical imaging - IEEE TMI☆72Updated last year
- [MICCAI'22] Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance☆19Updated 2 years ago
- [CVPR 2023] Federated Domain Generalization with Generalization Adjustment☆47Updated 2 years ago
- [MICCAI2024] "FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation". A framework for fine-tuning SAM (Segment Any…☆54Updated 5 months ago
- Official implementation of the paper "FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heter…☆14Updated last year
- [MICCAI 2023] GRACE: Enhancing Federated Learning for Medical Imaging with Generalized and Personalized Gradient Correction☆17Updated 2 years ago
- ☆10Updated last year
- [TMI'22] Personalized Retrogress-Resilient Federated Learning Towards Imbalanced Medical Data☆13Updated 3 years ago
- 【CVPR 2023】Learning Federated Visual Prompt in Null Space for MRI Reconstruction☆46Updated 2 years ago
- ☆10Updated 2 years ago
- [IEEE TMI'23] IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation☆10Updated 2 years ago
- [ECCV 2022] Personalizing Federated Medical Image Segmentation☆49Updated 2 years ago
- [AAAI'22] HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images☆89Updated 3 years ago
- This repo is the official implementation of TMI2024 paper "Prompt-driven Latent Domain Generalization for Medical Image Classification".☆22Updated 9 months ago
- [CVPR2023]PEFAT: Boosting Semi-supervised Medical Image Classification via Pseudo-loss Estimation and Feature Adversarial Training☆51Updated 2 years ago
- [MICCAI2023] Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging☆13Updated last year
- A Comprehensive Survey of Continual Learning in Medical Scenarios☆16Updated 10 months ago
- ☆50Updated this week
- Code for [CVPR 2024] Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation.☆63Updated 7 months ago
- ICLR 2023 - FedFA: Federated Feature Augmentation☆58Updated 2 years ago
- ☆15Updated 9 months ago
- [IEEE TMI 2024] PASS: Prompt tuning for both styles and semantic shapes☆15Updated 5 months ago
- Domain generalization benchmark for skin lesion recognition, MICCAI 2023☆20Updated last year
- ☆30Updated last month
- Code for Prompt Learning based Source-free Domain Adaptation for Medical Image Segmentation.☆26Updated 3 months ago
- ☆16Updated 9 months ago
- CVPR 2022: RSCFed: Random Sampling Consensus Federated Semi-supervised Learning☆48Updated 3 years ago
- This is official implementation of "Curriculum Fine-tuning of Vision Foundation Model for Medical Image Classification Under Label Noise"…☆16Updated 4 months ago