3 results found Sort:

TsingZ0
HtFLlib TsingZ0
6
131
apache-2.0
4
You only need to configure one file to support model heterogeneity. Consistent GPU memory usage for single or multiple clients.
library pytorch platform data-free evaluation colloboration heterogeneity federated-learning
Created 2023-07-03
143 commits to main branch, last one 3 days ago
TsingZ0
FedKTL TsingZ0
3
49
apache-2.0
2
CVPR 2024 accepted paper, An Upload-Efficient Scheme for Transferring Knowledge From a Server-Side Pre-trained Generator to Clients in Heterogeneous Federated Learning
resnet stylegan non-iid-data colloboration heterogeneity domain-alignment generative-model stable-diffusion large-small-model federated-learning vision-transformer communication-efficient
Created 2024-03-05
48 commits to main branch, last one 2 months ago
TsingZ0
FedTGP TsingZ0
5
42
apache-2.0
1
AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heterogeneity in Federated Learning
resnet prototype non-iid-data colloboration heterogeneity federated-learning vision-transformer contrastive-learning communication-efficient
Created 2023-12-17
33 commits to main branch, last one about a month ago