WenkeHuang / MarsFLLinks
TPAMI 2024 - Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark
☆110Updated 4 months ago
Alternatives and similar repositories for MarsFL
Users that are interested in MarsFL are comparing it to the libraries listed below
Sorting:
- CVPR2023 - Rethinking Federated Learning with Domain Shift: A Prototype View☆111Updated 11 months ago
- TPAMI2023 & CVPR2022 - Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning & Learn From Others and B…☆108Updated 2 years ago
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆50Updated last year
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆63Updated last year
- PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models — Federated Learning in Age of Foundation Model☆43Updated 2 years ago
- Federated Learning in CVPR2024☆19Updated last year
- Code Implementation and Informations about FedAS☆33Updated 10 months ago
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆59Updated 11 months ago
- [ICLR 2023] Multimodal Federated Learning via Contrastive Representation Ensemble☆123Updated 11 months ago
- ☆51Updated 11 months ago
- This repository provides a comprehensive collection of papers focused on Multimodal Federated Learning (MMFL).☆70Updated last year
- Official repository for Towards Multi-modal Transformers in Federated Learning (ECCV2024)☆19Updated 10 months ago
- PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning☆92Updated 2 years ago
- AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning☆143Updated last year
- CVPR 2024 - Fair Federated Learning under Domain Skew with Local Consistency and Domain Diversity☆26Updated last year
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆166Updated 3 years ago
- Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems t…☆85Updated last year
- Official repository for Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning [CVPR 2022 Oral, Best Paper Finalist]☆61Updated 3 years ago
- You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.☆216Updated last week
- ☆54Updated last year
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆46Updated 2 years ago
- ☆52Updated 3 years ago
- Benchmark for Hetergeneous Federated Learning by MARS Group at the Wuhan University, led by Prof. Mang Ye.☆19Updated 2 years ago
- Exploiting Label Skew in Federated Learning with Model Concatenation (AAAI 2024)☆14Updated last year
- ☆22Updated 3 years ago
- Heterogeneous Federated Learning: State-of-the-art and Research Challenges☆167Updated 11 months ago
- This is a collection of research papers for Federated Learning for Large Language Models (FedLLM). And the repository will be continuousl…☆101Updated 4 months ago
- This is the formal code implementation of the CVPR 2024 paper 'Traceable Federated Continual Learning'.☆17Updated last year
- CVPR 2024 accepted paper, An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in He…☆65Updated 8 months ago
- This is official implementation of FedTP (TNNLS.2023) [https://ieeexplore.ieee.org/abstract/document/10130784].☆66Updated last year