Lossless Reconstruction of Convolutional Neural Network for Channel-Based Network Pruning

Lossless Reconstruction of Convolutional Neural Network for Channel-Based Network Pruning

Network pruning reduces the number of parameters and computational costs of convolutional neural networks while maintaining high performance. Although existing pruning methods have achieved excellent results, they do not consider reconstruction after pruning in order to apply the network to actual d...

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Bibliographic Details
Main Authors: Donghyeon Lee, Eunho Lee, Youngbae Hwang
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Sensors
Subjects:
network pruning
lossless reconstruction
convolutional neural network
Online Access:https://www.mdpi.com/1424-8220/23/4/2102

Internet

https://www.mdpi.com/1424-8220/23/4/2102

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