WenkeHuang / HeteroFLLinks
Benchmark for Hetergeneous Federated Learning by MARS Group at the Wuhan University, led by Prof. Mang Ye.
☆18Updated 2 years ago
Alternatives and similar repositories for HeteroFL
Users that are interested in HeteroFL are comparing it to the libraries listed below
Sorting:
- CVPR2023 - Rethinking Federated Learning with Domain Shift: A Prototype View☆108Updated 8 months ago
- TPAMI 2024 - Federated Learning for Generalization, Robustness, Fairness: A Survey and Benchmark☆104Updated last month
- TPAMI2023 & CVPR2022 - Generalizable Heterogeneous Federated Cross-Correlation and Instance Similarity Learning & Learn From Others and B…☆108Updated last year
- Official repository for Towards Multi-modal Transformers in Federated Learning (ECCV2024)☆18Updated 7 months ago
- This is the official implementation of the IJCAI 2024 paper "FedPFT: Federated Proxy Fine-Tuning of Foundation Models".☆23Updated last year
- [NeurIPS'22 Spotlight] Federated Learning from Pre-Trained Models: A Contrastive Learning Approach☆43Updated 2 years ago
- [TPAMI 2023] No One Left Behind: Real-World Federated Class-Incremental Learning☆29Updated last year
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆58Updated last year
- Global and Local Prompts Cooperation via Optimal Transport for Federated Learning☆47Updated last year
- ☆10Updated 2 years ago
- Federated Learning with New Knowledge -- explore to incorporate various new knowledge into existing FL systems and evolve these systems t…☆83Updated last year
- [ICLR 2023] Multimodal Federated Learning via Contrastive Representation Ensemble☆114Updated 9 months ago
- CVPR 2024 accepted paper, An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in He…☆63Updated 6 months ago
- [ICLR 2023] Test-time Robust Personalization for Federated Learning☆53Updated 2 years ago
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆56Updated 8 months ago
- ICLR 2023 - FedFA: Federated Feature Augmentation☆58Updated 2 years ago
- PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models — Federated Learning in Age of Foundation Model☆39Updated 2 years ago
- ☆12Updated last year
- ☆20Updated 4 years ago
- ☆18Updated 3 years ago
- Federated Learning in CVPR2024☆18Updated last year
- I have the Artificial Intelligence knowledge you want.☆21Updated 2 years ago
- ☆14Updated 2 years ago
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆45Updated 2 years ago
- [NeurIPS 2022] SemiFL: Semi-Supervised Federated Learning for Unlabeled Clients with Alternate Training☆41Updated 2 years ago
- code for paper "Towards Unbiased Training in Federated Open-world Semi-supervised Learning"☆17Updated 2 years ago
- Benchmark for federated noisy label learning☆23Updated last year
- CVPR 2024 - Fair Federated Learning under Domain Skew with Local Consistency and Domain Diversity☆25Updated last year
- 【CVPR 2023】Learning Federated Visual Prompt in Null Space for MRI Reconstruction☆48Updated 2 years ago
- This is the code for "TARGET: Federated Class-Continual Learning via Exemplar-Free Distillation" (ICCV 2023)☆48Updated last year