Learning Channel-Wise Interactions for Binary Convolutional Neural Networks

In this paper, we propose a channel-wise interaction based binary convolutional neural networks (CI-BCNN) approach for efficient inference. Conventional binary convolutional neural networks usually apply the xnor and bitcount operations in the binary convolution with notable quantization errors, whi...

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Détails bibliographiques
Publié dans:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 43(2021), 10 vom: 23. Okt., Seite 3432-3445
Auteur principal: Wang, Ziwei (Auteur)
Autres auteurs: Lu, Jiwen, Zhou, Jie
Format: Article en ligne
Langue:English
Publié: 2021
Accès à la collection:IEEE transactions on pattern analysis and machine intelligence
Sujets:Journal Article Research Support, Non-U.S. Gov't