5 results found Sort:

INET-RC
GeoMX INET-RC
14
116
apache-2.0
3
GeoMX: A fast and unified system for distributed machine learning over geo-distributed data centers.
geomx dml-over-wans communication-efficient distributed-machine-learning hierarchical-parameter-server
Created 2021-04-29
463 commits to main branch, last one 8 months ago
WesleyHsieh0806
C3-SL WesleyHsieh0806
3
70
unknown
2
C3-SL: Circular Convolution-Based Batch-Wise Compression for Communication-Efficient Split Learning (IEEE MLSP 2022)
deep-learning split-learning computer-vision machine-learning communication-efficient
Created 2021-08-02
314 commits to master branch, last one 2 years ago
Stooa
Stooa Stooa
10
66
mpl-2.0
6
Main Stooa's repository. The online fishbowl tool.
agile fishbowl open-source facilitation unconference collaborative online-events organizations employee-experience communication-efficient educational-institutions communication-application
Created 2021-10-20
1,202 commits to main branch, last one 27 days ago
TsingZ0
FedKTL TsingZ0
3
39
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
44 commits to main branch, last one 10 days ago
TsingZ0
FedTGP TsingZ0
4
38
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
28 commits to main branch, last one 10 days ago