lishenghui / awesome-fm-flLinks
✨✨A curated list of latest advances on Large Foundation Models with Federated Learning
☆131Updated 3 months ago
Alternatives and similar repositories for awesome-fm-fl
Users that are interested in awesome-fm-fl are comparing it to the libraries listed below
Sorting:
- Latest Advances on Federated LLM Learning☆63Updated 2 months ago
- Simplified Implementation of FedPAC☆60Updated last year
- This is a collection of research papers for Federated Learning for Large Language Models (FedLLM). And the repository will be continuousl…☆98Updated 2 months ago
- Awesome Federated Unlearning (FU) Papers (Continually Update)☆98Updated last year
- This repository provides a comprehensive collection of papers focused on Multimodal Federated Learning (MMFL).☆57Updated last year
- [KDD 2023] FedMultimodal☆115Updated 3 months ago
- You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.☆195Updated 2 weeks ago
- Heterogeneous Federated Learning: State-of-the-art and Research Challenges☆157Updated 8 months ago
- Pytorch implementations of some general federated optimization methods.☆45Updated 10 months ago
- Federated Learning in CVPR2024☆18Updated last year
- [NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan,…☆64Updated last year
- ☆72Updated 10 months ago
- ☆90Updated 8 months ago
- (NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"☆87Updated 2 years ago
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆161Updated 3 years ago
- Papers related to federated learning in top conferences (2020-2024).☆69Updated 11 months ago
- Model-Contrastive Federated Learning (CVPR 2021)☆290Updated 3 years ago
- ☆16Updated 9 months ago
- PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models — Federated Learning in Age of Foundation Model☆38Updated 2 years ago
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆59Updated last year
- [CVPR 2024] Official Repository for "FedSelect: Personalized Federated Learning with Customized Selection of Parameters for Fine-Tuning"☆27Updated 10 months ago
- AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning☆141Updated 10 months ago
- ☆33Updated 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
- Official PyTorch implementation of DENSE (NeurIPS 2022)☆30Updated 2 years ago
- [ICLR 2023] Multimodal Federated Learning via Contrastive Representation Ensemble☆114Updated 8 months ago
- ☆162Updated 2 years ago
- Personalized federated learning codebase for research☆394Updated last year
- Papers related to Federated Learning in all top venues☆43Updated this week
- ☆78Updated 3 years ago