Smooth Group <i>L</i><sub>1/2</sub> Regularization for Pruning Convolutional Neural Networks

Smooth Group <i>L</i><sub>1/2</sub> Regularization for Pruning Convolutional Neural Networks

In this paper, a novel smooth group <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><msub><mi>L</mi><mrow><mn>1</mn><mo>/</mo><mn>2</mn></mrow></msu...

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Bibliographic Details
Main Authors: Yuan Bao, Zhaobin Liu, Zhongxuan Luo, Sibo Yang
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Symmetry
Subjects:
convolutional neural network (CNN)
fully connected layer
smooth group <i>L</i><sub>1/2</sub> regularization
sparsity
Online Access:https://www.mdpi.com/2073-8994/14/1/154

Internet

https://www.mdpi.com/2073-8994/14/1/154

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