lishenghui / awesome-fm-flLinks
✨✨A curated list of latest advances on Large Foundation Models with Federated Learning
☆114Updated 2 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☆45Updated 2 months ago
- This is a collection of research papers for Federated Learning for Large Language Models (FedLLM). And the repository will be continuousl…☆90Updated 4 months ago
- Awesome Federated Unlearning (FU) Papers (Continually Update)☆92Updated last year
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆54Updated last year
- Pytorch implementations of some general federated optimization methods.☆41Updated 7 months ago
- This repository provides a comprehensive collection of papers focused on Multimodal Federated Learning (MMFL).☆51Updated 10 months ago
- Simplified Implementation of FedPAC☆56Updated last year
- You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.☆162Updated last month
- Papers related to federated learning in top conferences (2020-2024).☆69Updated 7 months ago
- ☆64Updated 2 years ago
- (NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"☆86Updated 2 years ago
- Federated Learning in CVPR2024☆17Updated last year
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆50Updated 5 months ago
- ☆64Updated 7 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
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆153Updated 3 years ago
- Heterogeneous Federated Learning: State-of-the-art and Research Challenges☆149Updated 5 months ago
- [NeurIPS 2022] "FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction" by Samiul Alam, Luyang Liu, Ming Yan,…☆62Updated 9 months ago
- [KDD 2023] FedMultimodal☆107Updated last week
- Selective Aggregation for Low-Rank Adaptation in Federated Learning [ICLR 2025]☆34Updated last month
- [CVPR 2024] Official Repository for "FedSelect: Personalized Federated Learning with Customized Selection of Parameters for Fine-Tuning"☆22Updated 7 months ago
- AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning☆135Updated 6 months ago
- CVPR 2024 accepted paper, An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in He…☆60Updated 2 months ago
- ☆79Updated 5 months ago
- ☆32Updated last year
- This is official implementation of FedTP (TNNLS.2023) [https://ieeexplore.ieee.org/abstract/document/10130784].☆56Updated last year
- ☆34Updated 3 years ago
- The is the official implementation of ICML 2023 paper "Revisiting Weighted Aggregation in Federated Learning with Neural Networks".☆56Updated last year
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆48Updated last year
- [ICLR 2023] Multimodal Federated Learning via Contrastive Representation Ensemble☆110Updated 5 months ago