Deep Network Compression based on Partial Least Squares

Artur Jordao,Fernando Yamada,William Robson Schwartz

Neurocomputing（2020）

引用 11|浏览32

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摘要

•Discriminative pruning approach.•The method removes neurons (filters) with negligible or no loss in accuracy.•The method attains the highest FLOPs reduction when compared to existing methods.•The method attains the smallest drop in accuracy when compared to existing methods.

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关键词

Pruning convolutional networks,Convolutional networks compression,Partial least squares

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