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
☆15Updated 8 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:
- Simplified Implementation of FedPAC☆60Updated last year
 - AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heter…☆58Updated 10 months ago
 - (NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"☆89Updated 2 years ago
 - PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning☆92Updated 2 years ago
 - Code Implementation and Informations about FedAS☆31Updated 8 months ago
 - ☆15Updated 4 years ago
 - [AAAI'22] FedProto: Federated Prototype Learning across Heterogeneous Clients☆165Updated 3 years ago
 - (CVPR 2024) FLHetBench: Benchmarking Device and State Heterogeneity in Federated Learning☆19Updated last year
 - The implementation of "Personalized Edge Intelligence via Federated Self- Knowledge Distillation".☆29Updated 2 years ago
 - The is the official implementation of ICML 2023 paper "Revisiting Weighted Aggregation in Federated Learning with Neural Networks".☆59Updated 2 years ago
 - AAAI 2023 accepted paper, FedALA: Adaptive Local Aggregation for Personalized Federated Learning☆143Updated 11 months ago
 - PyTorch implementation of SCAFFOLD (Stochastic Controlled Averaging for Federated Learning, ICML 2020).☆70Updated 3 years ago
 - Federated Learning Algorithm (Pytorch) : FedAvg, FedProx, MOON, SCAFFOLD, FedDyn☆25Updated 11 months ago
 - ☆53Updated last year
 - ☆21Updated 2 years ago
 - This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆54Updated 3 weeks ago
 - This repository provides a comprehensive collection of papers focused on Multimodal Federated Learning (MMFL).☆65Updated last year
 - ☆27Updated 2 years ago
 - ☆51Updated 10 months ago
 - Pytorch implementations of some general federated optimization methods.☆46Updated last year
 - This is an official implementation for the ICLR2023 paper "The Best of Both Worlds: Accurate Global and Personalized Models through Feder…☆19Updated 7 months ago
 - ☆79Updated 3 years ago
 - ☆52Updated 3 years ago
 - [AAAI 2024] FedDAT: An Approach for Foundation Model Finetuning in Multi-Modal Heterogeneous Federated Learning☆61Updated last year
 - ☆13Updated last year
 - The official PyTorch implementation for the paper: "FedNoRo: Towards Noise-Robust Federated Learning By Addressing Class Imbalance and La…☆28Updated last year
 - Implementation of SCAFFOLD: Stochastic Controlled Averaging for Federated Learning☆71Updated 2 years ago
 - (AAAI-24) Federated Learning via Input-Output Collaborative Distillation☆10Updated last year
 - Exploiting Label Skew in Federated Learning with Model Concatenation (AAAI 2024)☆14Updated last year
 - ☆33Updated 3 years ago