Literature Review of Deep Network Compression

Deep networks often possess a vast number of parameters, and their significant redundancy in parameterization has become a widely-recognized property. This presents significant challenges and restricts many deep learning applications, making the focus on reducing the complexity of models while maint...

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Bibliographic Details
Main Authors: Ali Alqahtani, Xianghua Xie, Mark W. Jones
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Informatics
Subjects:
Online Access:https://www.mdpi.com/2227-9709/8/4/77