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: | , , |
| Format: | Journal Article |
| Sprache: | Englisch |
| Veröffentlicht: |
New York
IEEE
01.01.2023
The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Schlagworte: | |
| ISSN: | 1053-587X, 1941-0476 |
| Online-Zugang: | Volltext |
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