WenkeHuang / MarsFLLinks
TPAMI 2024 - Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark
☆99Updated 7 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☆103Updated 6 months ago
- TPAMI2023 & CVPR2022 - Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning & Learn From Others and B…☆108Updated last year
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆56Updated last year
- [ICLR 2023] Multimodal Federated Learning via Contrastive Representation Ensemble☆111Updated 6 months ago
- Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems t…☆85Updated last year
- Code Implementation and Informations about FedAS☆26Updated 5 months ago
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆41Updated last year
- PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models — Federated Learning in Age of Foundation Model☆37Updated 2 years ago
- Benchmark for Hetergeneous Federated Learning by MARS Group at the Wuhan University, led by Prof. Mang Ye.☆18Updated 2 years ago
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆44Updated 2 years ago
- ☆30Updated last year
- ☆50Updated 6 months ago
- PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning☆92Updated 2 years ago
- ☆50Updated 3 years ago
- Official repository for Towards Multi-modal Transformers in Federated Learning (ECCV2024)☆16Updated 5 months ago
- Federated Learning in CVPR2024☆18Updated last year
- This is the code for "TARGET: Federated Class-Continual Learning via Exemplar-Free Distillation" (ICCV 2023)☆44Updated last year
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆49Updated 6 months ago
- AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning☆136Updated 8 months ago
- Exploiting Label Skew in Federated Learning with Model Concatenation (AAAI 2024)☆15Updated last year
- [NeurIPS 2022] SemiFL: Semi-Supervised Federated Learning for Unlabeled Clients with Alternate Training☆41Updated last year
- CVPR 2024 accepted paper, An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in He…☆62Updated 4 months ago
- This repository provides a comprehensive collection of papers focused on Multimodal Federated Learning (MMFL).☆54Updated 11 months ago
- CVPR 2024 - Fair Federated Learning under Domain Skew with Local Consistency and Domain Diversity☆24Updated last year
- ☆30Updated last year
- Official repository for Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning [CVPR 2022 Oral, Best Paper Finalist]☆60Updated 2 years ago
- This is the formal code implementation of the CVPR 2024 paper 'Traceable Federated Continual Learning'.☆17Updated last year
- This is the formal code implementation of the CVPR 2022 paper 'Federated Class Incremental Learning'.☆117Updated last year
- This is the official implementation of the IJCAI 2024 paper "FedPFT: Federated Proxy Fine-Tuning of Foundation Models".☆22Updated last year
- (NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"☆87Updated 2 years ago