Filter Pruning via Measuring Feature Map Information

Neural network pruning, an important method to reduce the computational complexity of deep models, can be well applied to devices with limited resources. However, most current methods focus on some kind of information about the filter itself to prune the network, rarely exploring the relationship be...

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Bibliographic Details
Main Authors: Linsong Shao, Haorui Zuo, Jianlin Zhang, Zhiyong Xu, Jinzhen Yao, Zhixing Wang, Hong Li
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/21/19/6601