Compact Neural Network via Stacking Hybrid Units
As an effective tool for network compression, pruning techniques have been widely used to reduce the large number of parameters in deep neural networks (NNs). Nevertheless, unstructured pruning has the limitation of dealing with the sparse and irregular weights. By contrast, structured pruning can h...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 1 vom: 10. Jan., Seite 103-116
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| 1. Verfasser: |
Lan, Weichao
(VerfasserIn) |
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| Weitere Verfasser: |
Cheung, Yiu-Ming,
Jiang, Juyong,
Hu, Zhikai,
Li, Mengke |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2024
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
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| Schlagworte: | Journal Article |
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