youngfish42 / FL-paper-update-trackerLinks
Track Federated Learning Papers
☆31Updated this week
Alternatives and similar repositories for FL-paper-update-tracker
Users that are interested in FL-paper-update-tracker are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning☆89Updated 2 years ago
- PyTorch implementation of: D. Shenaj, M. Toldo, A. Rigon and P. Zanuttigh, “Asynchronous Federated Continual Learning”, CVPR 2023 Worksho…☆35Updated last year
- ☆64Updated 7 months ago
- This repository provides a comprehensive collection of papers focused on Multimodal Federated Learning (MMFL).☆51Updated 10 months ago
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆153Updated 3 years ago
- AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning☆135Updated 6 months ago
- ✨✨A curated list of latest advances on Large Foundation Models with Federated Learning☆114Updated 2 months ago
- You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.☆163Updated last month
- Implementation of SCAFFOLD: Stochastic Controlled Averaging for Federated Learning☆70Updated 2 years ago
- PyTorch implementation of SCAFFOLD (Stochastic Controlled Averaging for Federated Learning, ICML 2020).☆68Updated 2 years ago
- PyTorch implementation of Per-FedAvg (Personalized Federated Learning: A Meta-Learning Approach).☆65Updated last year
- A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017☆83Updated 10 months ago
- Code Implementation and Informations about FedAS☆23Updated 4 months ago
- (NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"☆86Updated 2 years ago
- An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch☆127Updated 2 years ago
- ☆175Updated 2 years ago
- Federated Learning in CVPR2024☆17Updated last year
- PyTorch implementation of FedProx (Federated Optimization for Heterogeneous Networks, MLSys 2020).☆107Updated 2 years ago
- Heterogeneous Federated Learning: State-of-the-art and Research Challenges☆149Updated 5 months ago
- Simplified Implementation of FedPAC☆56Updated last year
- ☆48Updated last year
- 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
- ☆25Updated 2 years ago
- Pytorch implementations of some general federated optimization methods.☆41Updated 7 months ago
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆48Updated last year
- ☆12Updated last year
- 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
- Awesome Federated Unlearning (FU) Papers (Continually Update)☆92Updated last year
- The official PyTorch implementation for the paper: "FedNoRo: Towards Noise-Robust Federated Learning By Addressing Class Imbalance and La…☆27Updated last year
- ☆31Updated 2 years ago