mtuann / federated-learning-updated-papersLinks
Papers related to Federated Learning in all top venues
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- AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning☆143Updated last year
- ✨✨A curated list of latest advances on Large Foundation Models with Federated Learning☆139Updated this week
- PyTorch implementation of SCAFFOLD (Stochastic Controlled Averaging for Federated Learning, ICML 2020).☆70Updated 3 years ago
- Simplified Implementation of FedPAC☆60Updated last year
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- PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning☆92Updated 2 years ago
- PyTorch Implementation of Personalized federated learning with theoretical guarantees: A model-agnostic meta-learning approach☆56Updated 2 years ago
- Implementation of SCAFFOLD: Stochastic Controlled Averaging for Federated Learning☆73Updated 2 years ago
- [KDD 2023] FedMultimodal☆122Updated 6 months ago
- FedZoo-Bench: An open source PyTorch libarary for federated learning with implementation of more than 22 algorithms☆18Updated 9 months ago
- PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visua…☆78Updated 3 years ago
- (NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"☆89Updated 2 years ago
- Official PyTorch implementation of DENSE (NeurIPS 2022)☆30Updated 2 years ago
- Model-Contrastive Federated Learning (CVPR 2021)☆290Updated 3 years ago
- Heterogeneous Federated Learning: State-of-the-art and Research Challenges☆166Updated 11 months ago
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆151Updated 3 years ago
- ☆181Updated 2 years ago
- Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)☆164Updated 3 years ago
- Personalized federated learning codebase for research☆405Updated 2 years ago
- Awesome Federated Unlearning (FU) Papers (Continually Update)☆106Updated last year
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆54Updated last month
- This repository provides a comprehensive collection of papers focused on Multimodal Federated Learning (MMFL).☆69Updated last year
- NeurIPS 2023 accepted paper, Eliminating Domain Bias for Federated Learning in Representation Space☆22Updated 8 months ago
- Code implementation of the paper "Federated Unlearning: How to Efficiently Erase a Client in FL?" published at UpML (part of ICML 2022)☆43Updated 2 months ago
- ☆176Updated last year
- Papers related to federated learning in top conferences (2020-2024).☆70Updated last year
- PyTorch implementation of Per-FedAvg (Personalized Federated Learning: A Meta-Learning Approach).☆75Updated last year
- An implementation for "Federated Learning with Non-IID Data via Local Drift Decoupling and Correction"☆87Updated 3 years ago
- PyTorch implementation of FedProx (Federated Optimization for Heterogeneous Networks, MLSys 2020).☆112Updated 3 years ago
- An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch☆132Updated 2 years ago