Interpret Neural Networks by Extracting Critical Subnetworks

In recent years, deep neural networks have achieved excellent performance in many fields of artificial intelligence. The requirements for the interpretability and robustness of neural networks are also increasing. In this paper, we propose to understand the functional mechanism of neural networks by...

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Publié dans:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - (2020) vom: 14. Mai
Auteur principal: Wang, Yulong (Auteur)
Autres auteurs: Su, Hang, Zhang, Bo, Hu, Xiaolin
Format: Article en ligne
Langue:English
Publié: 2020
Accès à la collection:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Sujets:Journal Article