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Stochastic Layer-Wise Precision in Deep Neural Networks

Stochastic Layer-Wise Precision in Deep Neural Networks

3 July 2018
Griffin Lacey
Graham W. Taylor
S. Areibi
ArXivPDFHTML

Papers citing "Stochastic Layer-Wise Precision in Deep Neural Networks"

5 / 5 papers shown
Title
Neural Precision Polarization: Simplifying Neural Network Inference with
  Dual-Level Precision
Neural Precision Polarization: Simplifying Neural Network Inference with Dual-Level Precision
Dinithi Jayasuriya
Nastaran Darabi
Maeesha Binte Hashem
A. R. Trivedi
MQ
26
1
0
06 Nov 2024
Design Automation for Fast, Lightweight, and Effective Deep Learning
  Models: A Survey
Design Automation for Fast, Lightweight, and Effective Deep Learning Models: A Survey
Dalin Zhang
Kaixuan Chen
Yan Zhao
B. Yang
Li-Ping Yao
Christian S. Jensen
43
3
0
22 Aug 2022
Mixed-Precision Neural Networks: A Survey
Mixed-Precision Neural Networks: A Survey
M. Rakka
M. Fouda
Pramod P. Khargonekar
Fadi J. Kurdahi
MQ
18
11
0
11 Aug 2022
A Review of the Gumbel-max Trick and its Extensions for Discrete
  Stochasticity in Machine Learning
A Review of the Gumbel-max Trick and its Extensions for Discrete Stochasticity in Machine Learning
Iris A. M. Huijben
W. Kool
Max B. Paulus
Ruud J. G. van Sloun
26
93
0
04 Oct 2021
BinaryRelax: A Relaxation Approach For Training Deep Neural Networks
  With Quantized Weights
BinaryRelax: A Relaxation Approach For Training Deep Neural Networks With Quantized Weights
Penghang Yin
Shuai Zhang
J. Lyu
Stanley Osher
Y. Qi
Jack Xin
MQ
22
78
0
19 Jan 2018
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