LIU-YUXI / FedFMSView external linksLinks
[MICCAI2024] "FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation". A framework for fine-tuning SAM (Segment Anything) in the federated learning paradigm for medical image segmentation.
☆68Feb 16, 2025Updated 11 months ago
Alternatives and similar repositories for FedFMS
Users that are interested in FedFMS are comparing it to the libraries listed below
Sorting:
- Official repository for the paper "FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Se…☆18May 20, 2025Updated 8 months ago
- [CVPR2024] Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts☆32Jun 18, 2024Updated last year
- [IEEE TMI'23] IOP-FL: Inside-Outside Personalization for Federated Medical Image Segmentation☆12Apr 2, 2023Updated 2 years ago
- Official implementation of the paper "FedA3I: Annotation Quality-Aware Aggregation for Federated Medical Image Segmentation against Heter…☆16Jan 21, 2024Updated 2 years ago
- A federated image segmentation method based on style transfer☆16Sep 28, 2024Updated last year
- Self-supervised federated learning for medical imaging - IEEE TMI☆76May 27, 2024Updated last year
- ☆10May 22, 2023Updated 2 years ago
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆51Apr 3, 2024Updated last year
- Official repository for Towards Multi-modal Transformers in Federated Learning (ECCV2024)☆20Feb 4, 2025Updated last year
- [ECCV 2022] Personalizing Federated Medical Image Segmentation☆49Mar 1, 2023Updated 2 years ago
- QTSeg: A Query Token-Based Architecture for Efficient 2D Medical Image Segmentation☆12Feb 28, 2025Updated 11 months ago
- ☆14Jan 3, 2024Updated 2 years ago
- Code for paper: STA-Unet: Rethink the semantic redundant for Medical Imaging Segmentation☆26Apr 30, 2025Updated 9 months ago
- ☆23Oct 4, 2024Updated last year
- ☆13May 13, 2023Updated 2 years ago
- The pytorch code of FedDISC (Federated Diffusion-Inspired Semi-supervised Co-training method)☆11Sep 3, 2023Updated 2 years ago
- A Reverse Mamba Attention Network for Pathological Liver Segmentation☆16Jul 4, 2025Updated 7 months ago
- ☆21Sep 27, 2022Updated 3 years ago
- (Accepted by AAAI2025) official code of AIF-SFDA: Autonomous Information Filter-driven Source-Free Domain Adaptation for Medical Image Se…☆15Jan 7, 2025Updated last year
- (TMI-2024) Source-Free Active Domain Adaptation (SFADA) for GTV Segmentation across Multiple Hospitals☆49Dec 15, 2024Updated last year
- 【CVPR 2023】Learning Federated Visual Prompt in Null Space for MRI Reconstruction☆48Apr 1, 2023Updated 2 years ago
- [CVPR 2025] Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Im…☆32Jun 23, 2025Updated 7 months ago
- [ICLR 2024] "Robust Training of Federated Models with Extremely Label Deficiency"☆27May 29, 2025Updated 8 months ago
- [CVPR'21] FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space☆265Apr 1, 2021Updated 4 years ago
- [CVPR 2023] Federated Domain Generalization with Generalization Adjustment☆53Jun 14, 2023Updated 2 years ago
- Training and Tuning Strategies for Foundation Models in Medical Imaging☆25Aug 27, 2025Updated 5 months ago
- MICCAI2023. "One-shot Federated Learning on Medical Data using Knowledge Distillation with Image Synthesis and Client Model Adaptation"☆19Jan 24, 2024Updated 2 years ago
- ☆34Nov 8, 2023Updated 2 years ago
- ☆14May 16, 2024Updated last year
- CVPR 2024 accepted paper, An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in He…☆66Mar 12, 2025Updated 11 months ago
- Official pytorch implementation of Paper - DiaMond: Dementia Diagnosis with Multi-Modal Vision Transformers Using MRI and PET - WACV 2025☆27Jun 16, 2025Updated 7 months ago
- [ACM MM'24] GuidedNet: Semi-Supervised Multi-Organ Segmentation via Labeled Data Guide Unlabeled Data☆24Dec 1, 2024Updated last year
- (NeurIPS 2024) One-shot Federated Learning via Synthetic Distiller-Distillate Communication☆13Mar 11, 2025Updated 11 months ago
- accepted by MICCAI2024☆44Nov 28, 2024Updated last year
- Code implementation of ProtoSAM - One Shot Medical Image Segmentation with Foundationl Models☆44Oct 10, 2024Updated last year
- This repo is the official implementation of "RecLMIS: Cross-Modal Conditioned Reconstruction for Language-guided Medical Image Segmentati…☆32Jun 19, 2025Updated 7 months ago
- [NeurIPS 2023] "FedFed: Feature Distillation against Data Heterogeneity in Federated Learning"☆23Oct 10, 2023Updated 2 years ago
- Code for the paper "Active learning for medical image segmentation with stochastic batches", published at Medical Image Analysis (2023).☆10Nov 14, 2024Updated last year
- ☆13Oct 13, 2025Updated 4 months ago