kampmichael / FedDC
☆10Updated last year
Alternatives and similar repositories for FedDC:
Users that are interested in FedDC are comparing it to the libraries listed below
- The is the official implementation of ICML 2023 paper "Revisiting Weighted Aggregation in Federated Learning with Neural Networks".☆55Updated last year
- ☆40Updated last year
- The pytorch code of FedDISC (Federated Diffusion-Inspired Semi-supervised Co-training method)☆7Updated last year
- Official repository for Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning [CVPR 2022 Oral, Best Paper Finalist]☆60Updated 2 years ago
- Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks☆24Updated 2 years ago
- Code for novel methods for one-shot Federated Learning under high statistical heterogeneity.☆17Updated last year
- [NeurIPS 2023] "FedFed: Feature Distillation against Data Heterogeneity in Federated Learning"☆18Updated last year
- Exploiting Label Skew in Federated Learning with Model Concatenation (AAAI 2024)☆14Updated last year
- [ICML 2023] FedBR: Improving Federated Learning on Heterogeneous Data via Local Learning Bias Reduction☆25Updated last year
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆42Updated 2 years ago
- ☆21Updated last year
- Federated Learning with Partial Model Personalization☆42Updated 2 years ago
- ☆28Updated 2 years ago
- The official implementation for the paper: "FedIIC: Towards Robust Federated Learning for Class-Imbalanced Medical Image Classification",…☆18Updated last year
- Code Implementation and Informations about FedAS☆22Updated 2 months ago
- The implementation of FedBCD algorithm published in the paper "FedBCD: A Communication-Efficient Collaborative Learning Framework for Dis…☆13Updated 9 months ago
- (AAAI-24) Federated Learning via Input-Output Collaborative Distillation☆12Updated last year
- A PyTorch based repository for Federate Learning with Differential Privacy☆16Updated 2 years ago
- Paper: UniTrans: A Unified Vertical Federated Knowledge Transfer Framework for Enhancing Cross-Hospital Collaboration☆14Updated 3 months ago
- Personalized Federated Learning under Mixture of Distributions☆18Updated last year
- Differentially Private Federated Learning on Heterogeneous Data☆61Updated 3 years ago
- ☆14Updated last year
- (CVPR 2024) FLHetBench: Benchmarking Device and State Heterogeneity in Federated Learning☆14Updated 9 months ago
- CVPR 2024 accepted paper, An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in He…☆54Updated last month
- Practical One-Shot Federated Learning for Cross-Silo Setting☆42Updated 3 years ago
- Simplified Implementation of FedPAC☆55Updated last year
- FedDCT: A Novel Federated Learning Approach for Training Large Convolutional Neural Networks☆39Updated last year
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆47Updated last year
- An implementation for "Federated Learning with Non-IID Data via Local Drift Decoupling and Correction"☆83Updated 3 years ago
- Self-supervised federated learning for medical imaging - IEEE TMI☆70Updated 10 months ago