yusx-swapp / SPATL
SPATL: Salient Prameter Aggregation and Transfer Learning for Heterogeneous Federated Learning
☆22Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for SPATL
- Exploiting Label Skew in Federated Learning with Model Concatenation (AAAI 2024)☆12Updated 11 months ago
- ☆27Updated last year
- Simplified Implementation of FedPAC☆48Updated 11 months ago
- Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)☆42Updated last year
- Source code for "FedSoft: Soft Clustered Federated Learning with Proximal Local Updating"☆14Updated 2 years ago
- ☆16Updated 3 years ago
- A PyTorch implementation for the paper FedCon: A Contrastive Framework for Federated Semi-Supervised Learning.☆19Updated 2 years ago
- KDD 2023 accepted paper, FedCP: Separating Feature Information for Personalized Federated Learning via Conditional Policy☆25Updated last week
- Repo. for IPSN 2022 paper: "BalanceFL: Addressing Class Imbalance in Long-Tail Federated Learning".☆20Updated 2 years ago
- Official Repository for ResSFL (accepted by CVPR '22)☆19Updated 2 years ago
- Code for novel methods for one-shot Federated Learning under high statistical heterogeneity.☆16Updated last year
- Practical One-Shot Federated Learning for Cross-Silo Setting☆42Updated 3 years ago
- Source code for the ICML 2022 paper: "Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering"☆53Updated last year
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆38Updated last year
- ☆28Updated 3 years ago
- FedMD: Heterogenous Federated Learning via Model Distillation☆16Updated 5 years ago
- Code for CVPR2023 DaFKD : Domain-aware Federated Knowledge Distillation☆26Updated last year
- A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)☆24Updated last year
- ☆28Updated last year
- Diverse Client Selection for Federated Learning via Submodular Maximization☆29Updated 2 years ago
- FedBE: Making Bayesian Model Ensemble Applicable to Federated Learning☆38Updated last year
- ☆31Updated 2 years ago
- Federated learning with model quantization☆14Updated 2 years ago
- ☆26Updated 10 months ago
- ☆22Updated 3 years ago
- ☆23Updated 11 months ago
- This repository contains the code for the paper accepted by IJCAI-2022: Adapt to Adaptation: Learning Personalization for Cross-Silo Fede…☆12Updated 2 years ago
- Implementation of the paper "Self-Balancing Federated Learning With Global Imbalanced Data in Mobile Systems"☆46Updated 11 months ago
- FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution☆32Updated 2 years ago
- The implementation of "Personalized Edge Intelligence via Federated Self- Knowledge Distillation".☆27Updated 2 years ago