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2405.06038
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From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks
9 May 2024
Xue Geng
Zhe Wang
Chunyun Chen
Qing Xu
Kaixin Xu
Chao Jin
Manas Gupta
Xulei Yang
Zhenghua Chen
M. Aly
Jie Lin
Min-man Wu
Xiaoli Li
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Papers citing
"From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks"
6 / 106 papers shown
Title
FitNets: Hints for Thin Deep Nets
Adriana Romero
Nicolas Ballas
Samira Ebrahimi Kahou
Antoine Chassang
C. Gatta
Yoshua Bengio
FedML
294
3,882
0
19 Dec 2014
Compressing Deep Convolutional Networks using Vector Quantization
Yunchao Gong
Liu Liu
Ming Yang
Lubomir D. Bourdev
MQ
144
1,170
0
18 Dec 2014
Efficient and Accurate Approximations of Nonlinear Convolutional Networks
Xinming Zhang
Jianhua Zou
Xiang Ming
Kaiming He
Jian Sun
3DV
69
263
0
16 Nov 2014
Going Deeper with Convolutions
Christian Szegedy
Wei Liu
Yangqing Jia
P. Sermanet
Scott E. Reed
Dragomir Anguelov
D. Erhan
Vincent Vanhoucke
Andrew Rabinovich
438
43,635
0
17 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition
Karen Simonyan
Andrew Zisserman
FAtt
MDE
1.6K
100,330
0
04 Sep 2014
Exploiting Linear Structure Within Convolutional Networks for Efficient Evaluation
Emily L. Denton
Wojciech Zaremba
Joan Bruna
Yann LeCun
Rob Fergus
FAtt
177
1,689
0
02 Apr 2014
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