Search Results - RepositoryStats

5

120

gpl-3.0

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

123 commits to main branch, last one 5 days ago

FedKTL TsingZ0

3

45

apache-2.0

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

47 commits to main branch, last one 5 days ago

FedTGP TsingZ0

4

39

apache-2.0

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

30 commits to main branch, last one 19 days ago