Pros and cons of GAN evaluation measures

Generative models, in particular generative adversarial networks (GANs), have gained significant attention in recent years. A number of GAN variants have been proposed and have been utilized in many applications. Despite large strides in terms of theoretical progress, evaluating and comparing GANs r...

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Bibliographic Details

Published in:	Computer vision and image understanding Vol. 179; pp. 41 - 65
Main Author:	Borji, Ali
Format:	Journal Article
Language:	English
Published:	Elsevier Inc 01.02.2019
Subjects:	Deep learning Evaluation Generative adversarial nets Generative models Neural networks Deep learning Evaluation Generative models Neural networks Generative adversarial nets
ISSN:	1077-3142, 1090-235X
Online Access:	Get full text
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