Survey of generative adversarial network

Survey of generative adversarial network

Firstly, the basic theory, application scenarios and current state of research of GAN (generative adversarial network) were introduced, and the problems need to be improved were listed.Then, recent research, improvement mechanism and model features in 2 categories and 7 subcategories revolved around...

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Bibliographic Details
Main Authors:	Zhenglong WANG, Baowen ZHANG
Format:	Article
Language:	English
Published:	POSTS&TELECOM PRESS Co., LTD 2021-08-01
Series:	网络与信息安全学报
Subjects:	generative adversarial network generative model deep learning mode collapse distribution similarity measurement robustness of artificial neural network
Online Access:	http://www.cjnis.com.cn/thesisDetails#10.11959/j.issn.2096-109x.2021080
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