3 results found Sort:

TsingZ0
HtFLlib TsingZ0
5
106
gpl-3.0
3
Configure one file for 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
110 commits to main branch, last one 19 days ago
TsingZ0
FedTGP TsingZ0
4
35
gpl-3.0
2
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
26 commits to main branch, last one 2 months ago
TsingZ0
FedKTL TsingZ0
2
35
gpl-3.0
3
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
42 commits to main branch, last one about a month ago