Youth-49 / FedVCK_2024Links
FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis, Accepted by AAAI 2025
☆19Updated 11 months ago
Alternatives and similar repositories for FedVCK_2024
Users that are interested in FedVCK_2024 are comparing it to the libraries listed below
Sorting:
- AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆62Updated last year
- (NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"☆90Updated 2 years ago
- (CVPR 2024) FLHetBench: Benchmarking Device and State Heterogeneity in Federated Learning☆20Updated last year
- Simplified Implementation of FedPAC☆61Updated 2 years ago
- ☆16Updated 4 years ago
- [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆174Updated 3 years ago
- PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning☆96Updated 2 years ago
- The is the official implementation of ICML 2023 paper "Revisiting Weighted Aggregation in Federated Learning with Neural Networks".☆61Updated 2 years ago
- ☆55Updated last year
- Federated Learning Algorithm (Pytorch) : FedAvg, FedProx, MOON, SCAFFOLD, FedDyn☆26Updated last year
- AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning☆148Updated last year
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆46Updated 2 years ago
- ☆22Updated 2 years ago
- Code Implementation and Informations about FedAS☆32Updated 11 months ago
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆56Updated 3 months ago
- ☆27Updated 2 years ago
- ☆52Updated last year
- [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆64Updated 2 years ago
- ☆83Updated 4 years ago
- This repository provides a comprehensive collection of papers focused on Multimodal Federated Learning (MMFL).☆74Updated last year
- [KDD 2023] FedMultimodal: A Benchmark For Multimodal Federated Learning☆134Updated 8 months ago
- ☆52Updated 3 years ago
- Code implementation of the paper "Federated Unlearning: How to Efficiently Erase a Client in FL?" published at UpML (part of ICML 2022)☆45Updated 4 months ago
- Heterogeneous Federated Learning: State-of-the-art and Research Challenges☆168Updated last year
- PyTorch implementation of SCAFFOLD (Stochastic Controlled Averaging for Federated Learning, ICML 2020).☆70Updated 3 years ago
- [NeurIPS 2023] "FedFed: Feature Distillation against Data Heterogeneity in Federated Learning"☆23Updated 2 years ago
- FedGH: Heterogeneous Federated Learning with Generalized Global Header (MM'23)☆16Updated 2 years ago
- Pytorch implementations of some general federated optimization methods.☆51Updated last year
- Accenture Labs Federated Learning☆106Updated last year
- ☆13Updated 2 years ago