JiayiChen815 / FEAL
[CVPR2024] Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts
☆16Updated 4 months ago
Related projects ⓘ
Alternatives and complementary repositories for FEAL
- [MICCAI'22] Dynamic Bank Learning for Semi-supervised Federated Image Diagnosis with Class Imbalance☆19Updated 2 years ago
- [MICCAI2024] "FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation". A framework for fine-tuning SAM (Segment Any…☆34Updated 3 months ago
- Self-supervised federated learning for medical imaging - IEEE TMI☆63Updated 5 months ago
- MICCAI 2023 DeCaF Best Paper Award: Federated Model Aggregation via Self-Supervised Priors for Highly Imbalanced Medical Image Classifica…☆12Updated 11 months ago
- [MICCAI 2023] GRACE: Enhancing Federated Learning for Medical Imaging with Generalized and Personalized Gradient Correction☆16Updated last year
- [CVPR 2023] Federated Domain Generalization with Generalization Adjustment☆43Updated last year
- This repo is the official implementation of TMI2024 paper "Prompt-driven Latent Domain Generalization for Medical Image Classification".☆12Updated 2 weeks ago
- [TMI'22] Personalized Retrogress-Resilient Federated Learning Towards Imbalanced Medical Data☆13Updated 2 years ago
- Code for [CVPR 2024] Each Test Image Deserves A Specific Prompt: Continual Test-Time Adaptation for 2D Medical Image Segmentation.☆35Updated 7 months ago
- [AAAI'22] HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images☆84Updated 2 years ago
- [ECCV 2022] Personalizing Federated Medical Image Segmentation☆45Updated last year
- Code base for "On-the-Fly Test-time Adaptation for Medical Image Segmentation"☆28Updated 2 years ago
- 【CVPR 2023】Learning Federated Visual Prompt in Null Space for MRI Reconstruction☆42Updated last year
- [TMI' 23] FedDM: Federated Weakly Supervised Segmentation via Annotation Calibration and Gradient De-conflicting☆11Updated last year
- [CVPR 2023] Feature Alignment and Uniformity for Test Time Adaptation☆41Updated 4 months ago
- CVPR 2022: RSCFed: Random Sampling Consensus Federated Semi-supervised Learning☆45Updated 2 years ago
- [CVPR2023]PEFAT: Boosting Semi-supervised Medical Image Classification via Pseudo-loss Estimation and Feature Adversarial Training☆44Updated last year
- [MICCAI'22] Test-time Adaptation with Calibration of Medical Image Classification Nets for Label Distribution Shift☆19Updated 2 years ago
- ☆10Updated last year
- Datasets & Code for the WACV 2024 paper 'Robust Source-Free Domain Adaptation for Fundus Image Segmentation'☆10Updated 9 months ago
- ☆8Updated 2 weeks ago
- ☆12Updated last year
- [MICCAI2023] Client-Level Differential Privacy via Adaptive Intermediary in Federated Medical Imaging☆11Updated 3 months ago
- Code for Prompt Learning based Source-free Domain Adaptation for Medical Image Segmentation.☆22Updated last year
- Long-Tailed Visual Recognition via Self-Heterogeneous Integration with Knowledge Excavation (CVPR 2023)☆34Updated 8 months ago
- [ECCV 2024] TIP: Tabular-Image Pre-training for Multimodal Classification with Incomplete Data (an official implementation)☆19Updated this week
- Code for "ACPL: Anti-curriculum Pseudo-labelling for Semi-supervised Medical Image Classification" [CVPR 2022]☆75Updated last year
- ☆16Updated 3 months ago
- ICLR 2023 - FedFA: Federated Feature Augmentation☆57Updated last year
- This repository contains the source code for our MICCAI 2024 paper titled 'CAR-MFL: Cross-Modal Augmentation by Retrieval for Multimodal …☆9Updated last month