WeiDai-David / 2025CVPR_GGEURLinks
Geometric Knowledge-Guided Localized Global Distribution Alignment for Federated Learning
☆19Updated 8 months ago
Alternatives and similar repositories for 2025CVPR_GGEUR
Users that are interested in 2025CVPR_GGEUR are comparing it to the libraries listed below
Sorting:
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆50Updated last year
- TPAMI2023 & CVPR2022 - Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning & Learn From Others and B…☆108Updated 2 years ago
- PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models — Federated Learning in Age of Foundation Model☆43Updated 2 years ago
- This repository provides a comprehensive collection of papers focused on Multimodal Federated Learning (MMFL).☆70Updated last year
- CVPR2023 - Rethinking Federated Learning with Domain Shift: A Prototype View☆111Updated 11 months ago
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆63Updated last year
- [ICLR 2023] Multimodal Federated Learning via Contrastive Representation Ensemble☆124Updated 11 months ago
- TPAMI 2024 - Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark☆110Updated 4 months ago
- Official repository for Towards Multi-modal Transformers in Federated Learning (ECCV2024)☆19Updated 10 months ago
- [CVPR2024] FedHCA^2: Towards Hetero-Client Federated Multi-Task Learning☆33Updated 9 months ago
- ☆29Updated 2 years ago
- Cross-Silo Prototypical Calibration for Federated Learning with Non-IID Data☆11Updated 11 months ago
- Benchmark for Hetergeneous Federated Learning by MARS Group at the Wuhan University, led by Prof. Mang Ye.☆19Updated 2 years ago
- CVPR 2024 - Fair Federated Learning under Domain Skew with Local Consistency and Domain Diversity☆26Updated last year
- (CVPR 2024) FLHetBench: Benchmarking Device and State Heterogeneity in Federated Learning☆20Updated last year
- [NeurIPS'22 Spotlight] Federated Learning from Pre-Trained Models: A Contrastive Learning Approach☆43Updated 2 years ago
- The official implementation for the paper: "FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image Classification",…☆19Updated last year
- ☆10Updated 2 years ago
- Official Implementation of paper "Multimodal Federated Learning with Missing Modality via Prototype Mask and Contrast"☆20Updated last year
- ☆36Updated last week
- ☆13Updated last year
- ☆23Updated 2 years ago
- This is the formal code implementation of the CVPR 2024 paper 'Traceable Federated Continual Learning'.☆17Updated last year
- ☆52Updated 3 years ago
- Source code of FedPrompt☆16Updated 3 years ago
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆46Updated 2 years ago
- Federated Learning in CVPR2024☆19Updated last year
- Code Implementation and Informations about FedAS☆33Updated 10 months ago
- This repository contains the source code for our MICCAI 2024 paper titled 'CAR-MFL: Cross-Modal Augmentation by Retrieval for Multimodal …☆24Updated last year
- [NeurIPS 2023] "FedFed: Feature Distillation against Data Heterogeneity in Federated Learning"☆22Updated 2 years ago