ZhangLin-PKU / FedFTGLinks
☆50Updated last year
Alternatives and similar repositories for FedFTG
Users that are interested in FedFTG are comparing it to the libraries listed below
Sorting:
- (NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"☆87Updated 2 years ago
- An implementation for "Federated Learning with Non-IID Data via Local Drift Decoupling and Correction"☆85Updated 3 years ago
- AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning☆138Updated 9 months ago
- Simplified Implementation of FedPAC☆60Updated last year
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆159Updated 3 years ago
- ☆51Updated 7 months ago
- Code and data accompanying the FedGen paper☆251Updated 9 months ago
- PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning☆91Updated 2 years ago
- The implementation of "Personalized Edge Intelligence via Federated Self- Knowledge Distillation".☆29Updated 2 years ago
- Implementation of SCAFFOLD: Stochastic Controlled Averaging for Federated Learning☆70Updated 2 years ago
- ☆26Updated 2 years ago
- ☆77Updated 3 years ago
- ☆15Updated 4 years ago
- ☆76Updated 4 years ago
- ☆12Updated last year
- [ICLR2023] Official Implementation of Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning (http…☆68Updated 2 years ago
- Model-Contrastive Federated Learning (CVPR 2021)☆287Updated 3 years ago
- Code Implementation and Informations about FedAS☆26Updated 6 months ago
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆44Updated 2 years ago
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆145Updated 3 years ago
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆55Updated 8 months ago
- ☆33Updated 3 years ago
- ☆52Updated 3 years ago
- Pytorch implementations of some general federated optimization methods.☆43Updated 10 months ago
- Heterogeneous Federated Learning: State-of-the-art and Research Challenges☆154Updated 8 months ago
- This is an official implementation for the ICLR2023 paper "The Best of Both Worlds: Accurate Global and Personalized Models through Feder…☆18Updated 5 months ago
- ☆177Updated 2 years ago
- Source code for "FedSoft: Soft Clustered Federated Learning with Proximal Local Updating"☆17Updated 3 years ago
- ☆162Updated 2 years ago
- Official Code for PACFL AAAI 2023☆43Updated 2 years ago