Global and Local Prompts Cooperation via Optimal Transport for Federated Learning
☆51Apr 3, 2024Updated last year
Alternatives and similar repositories for FedOTP
Users that are interested in FedOTP are comparing it to the libraries listed below
Sorting:
- PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models — Federated Learning in Age of Foundation Model☆44Apr 8, 2023Updated 2 years ago
- Implementation of the ICLR 2025 paper "Mixture of Experts Made Personalized: Federated Prompt Learning for Vision-Language Models"☆26Apr 2, 2025Updated 11 months ago
- ☆14Jan 16, 2024Updated 2 years ago
- [NeurIPS 2024] Federated Learning from Vision-Language Foundation Models: Theoretical Analysis and Method☆13Oct 1, 2024Updated last year
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆64Jan 21, 2024Updated 2 years ago
- The official implantation of SGPT (CVPR2024)☆17Jul 15, 2024Updated last year
- [CVPR2024] Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts☆32Jun 18, 2024Updated last year
- ☆18Mar 12, 2024Updated last year
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆63Dec 27, 2024Updated last year
- ☆10May 22, 2023Updated 2 years ago
- [TMI' 23] FedDM: Federated Weakly Supervised Segmentation via Annotation Calibration and Gradient De-conflicting☆14Mar 11, 2023Updated 2 years ago
- [ICCV' 23] FedPD: Federated Open Set Recognition with Parameter Disentanglement☆10Mar 25, 2024Updated last year
- KDD 2023 accepted paper, FedCP: Separating Feature Information for Personalized Federated Learning via Conditional Policy☆33Dec 17, 2024Updated last year
- A federated image segmentation method based on style transfer☆16Sep 28, 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
- MICCAI 2023 DeCaF Best Paper Award: Federated Model Aggregation via Self-Supervised Priors for Highly Imbalanced Medical Image Classifica…☆15Dec 2, 2023Updated 2 years ago
- [CVPRW 2023] "Many-Task Federated Learning: A New Problem Setting and A Simple Baseline" by Ruisi Cai, Xiaohan Chen, Shiwei Liu, Jayanth …☆13Aug 28, 2023Updated 2 years ago
- Official repository for the paper "FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Se…☆18May 20, 2025Updated 9 months ago
- [KDD 2023] FedMultimodal: A Benchmark For Multimodal Federated Learning☆138May 24, 2025Updated 9 months ago
- 【CVPR 2023】Learning Federated Visual Prompt in Null Space for MRI Reconstruction☆48Apr 1, 2023Updated 2 years ago
- [MICCAI2024] "FedFMS: Exploring Federated Foundation Models for Medical Image Segmentation". A framework for fine-tuning SAM (Segment Any…☆68Feb 16, 2025Updated last year
- ☆31Mar 12, 2023Updated 2 years ago
- CVPR 2024 - Fair Federated Learning under Domain Skew with Local Consistency and Domain Diversity☆27May 28, 2024Updated last year
- You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.☆224Nov 29, 2025Updated 3 months ago
- The official implementation for the paper: "FedMLP: Federated Multi-Label Medical Image Classiffcation under Task Heterogeneity", which i…☆22Dec 27, 2024Updated last year
- ☆38Dec 5, 2025Updated 2 months ago
- Official repository for Towards Multi-modal Transformers in Federated Learning (ECCV2024)☆20Feb 4, 2025Updated last year
- ☆25Dec 15, 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
- (CVPR 2024) Communication-Efficient Federated Learning with Accelerated Client Gradient☆40Aug 15, 2025Updated 6 months ago
- ☆17Aug 5, 2024Updated last year
- ☆10Mar 21, 2024Updated last year
- ☆117Feb 27, 2023Updated 3 years ago
- (CVPR 2024) Uniformity and Variance for Heterogeneous Federated Learning☆11Mar 6, 2024Updated last year
- Code for ijcai-24 paper "Federated Adaptation for Foundation Model-based Recommendations"☆12Apr 18, 2025Updated 10 months ago
- The official implement of paper "Does Federated Learning Really Need Backpropagation?"☆23Feb 9, 2023Updated 3 years ago
- Code for the ICLR 2024 paper Federated Text-driven Prompt Generation for Vision-Language Models (https://openreview.net/forum?id=NW31gAyl…☆26May 7, 2024Updated last year
- Benchmark of federated learning. Dedicated to the community. 🤗☆676Jan 25, 2026Updated last month