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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Publié dans:	IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 30(2021) vom: 13., Seite 293-304
Auteur principal:	Ding, Guiguang (Auteur)
Autres auteurs:	Zhang, Shuo, Jia, Zizhou, Zhong, Jing, Han, Jungong
Format:	Article en ligne
Langue:	English
Publié:	2021
Accès à la collection:	IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Sujets:	Journal Article