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Thumbnail for entry Hierarchical Training for Distributed Deep Learning over Bandlimited Networks - Siyu Qiu

00:54

Hierarchical Training for Distributed Deep…

Hierarchical Training for Distributed Deep Learning over Bandlimited Networks - Siyu Qiu

Hierarchical Training for Distributed Deep Learning over Bandlimited Networks - Siyu Qiu

Distributed deep learning (DL) plays a critical role in many wireless Internet of Things (IoT) applications including remote camera deployment. This work addresses three practical challenges in…

ecexpo 2022
image
encoder
device
cloud
corruptions
representation
guidance
box
modules
decoder
autoencoder
deployment
task
model
server
cost
devices
edge
classification
networks
From  Philip Young 0 likes 5 plays 0  
Thumbnail for entry End-to-End Optimization of JPEG-Based Deep Learning Process for Image Classification

04:51

End-to-End Optimization of JPEG-Based Deep…

End-to-End Optimization of JPEG-Based Deep Learning Process for Image Classification

End-to-End Optimization of JPEG-Based Deep Learning Process for Image Classification

Sensing, Imaging and Signal Processing 13 Team Lead: Siyu Qi Advisor: Prof. Ding

image
classification
jpeg
parameters
size
images
standard
accuracy
network
end
model
2-ohm
method
tasks
server
learning
encoder
curves
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axis
From  Femi-Jide Akinmoladun 0 likes 14 plays 0