Structured Bayesian Compression for Deep Neural Networks Based on the Turbo-VBI Approach

With the growth of neural network size, model compression has attracted increasing interest in recent research. As one of the most common techniques, pruning has been studied for a long time. By exploiting the structured sparsity of the neural network, existing methods can prune neurons instead of i...

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Veröffentlicht in:IEEE transactions on signal processing Jg. 71; S. 1 - 16
Hauptverfasser: Xia, Chengyu, Tsang, Danny H. K., Lau, Vincent K. N.
Format: Journal Article
Sprache:Englisch
Veröffentlicht: New York IEEE 01.01.2023
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
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ISSN:1053-587X, 1941-0476
Online-Zugang:Volltext
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