WenkeHuang / RethinkFL
CVPR2023 - Rethinking Federated Learning with Domain Shift: A Prototype View
☆101Updated 3 months ago
Alternatives and similar repositories for RethinkFL:
Users that are interested in RethinkFL are comparing it to the libraries listed below
- TPAMI2023 & CVPR2022 - Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning & Learn From Others and B…☆103Updated last year
- TPAMI 2024 - Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark☆94Updated 4 months ago
- PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models — Federated Learning in Age of Foundation Model☆35Updated 2 years ago
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆53Updated last year
- Benchmark for Hetergeneous Federated Learning by MARS Group at the Wuhan University, led by Prof. Mang Ye.☆18Updated last year
- ☆47Updated 3 months ago
- Official repository for Towards Multi-modal Transformers in Federated Learning (ECCV2024)☆14Updated 2 months ago
- ☆29Updated 11 months ago
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆36Updated last year
- This is the code for "TARGET: Federated Class-Continual Learning via Exemplar-Free Distillation" (ICCV 2023)☆39Updated 11 months ago
- Official repository for Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning [CVPR 2022 Oral, Best Paper Finalist]☆60Updated 2 years ago
- Federated Learning in CVPR2024☆17Updated 10 months ago
- [ICLR 2023] Multimodal Federated Learning via Contrastive Representation Ensemble☆106Updated 4 months ago
- Code Implementation and Informations about FedAS☆22Updated 2 months ago
- ☆48Updated 2 years ago
- Simplified Implementation of FedPAC☆56Updated last year
- ☆16Updated last year
- This is the formal code implementation of the CVPR 2022 paper 'Federated Class Incremental Learning'.☆110Updated last year
- PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning☆88Updated 2 years ago
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆42Updated 2 years ago
- ICLR 2022, "FedBABU: Toward Enhanced Representation for Federated Image Classification"☆51Updated 3 years ago
- ☆19Updated 11 months ago
- This is the formal code implementation of the CVPR 2024 paper 'Traceable Federated Continual Learning'.☆16Updated 10 months ago
- This repository provides a comprehensive collection of papers focused on Multimodal Federated Learning (MMFL).☆44Updated 8 months ago
- Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems t…☆87Updated last year
- Official repository for FedPerfix: Towards Partial Model Personalization of Vision Transformers in Federated Learning (ICCV2023)☆16Updated last year
- ☆21Updated 2 years ago
- [NeurIPS'22 Spotlight] Federated Learning from Pre-Trained Models: A Contrastive Learning Approach☆42Updated last year
- ☆15Updated last year
- Code for the ICLR 2024 paper Federated Text-driven Prompt Generation for Vision-Language Models (https://openreview.net/forum?id=NW31gAyl…☆15Updated 11 months ago