Where to Prune : Using LSTM to Guide Data-Dependent Soft Pruning

While convolutional neural network (CNN) has achieved overwhelming success in various vision tasks, its heavy computational cost and storage overhead limit the practical use on mobile or embedded devices. Recently, compressing CNN models has attracted considerable attention, where pruning CNN filter...

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Bibliographische Detailangaben

Veröffentlicht in:	IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 30(2021) vom: 13., Seite 293-304
1. Verfasser:	Ding, Guiguang (VerfasserIn)
Weitere Verfasser:	Zhang, Shuo, Jia, Zizhou, Zhong, Jing, Han, Jungong
Format:	Online-Aufsatz
Sprache:	English
Veröffentlicht:	2021
Zugriff auf das übergeordnete Werk:	IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:	Journal Article