A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications

Generative adversarial networks (GANs) have recently become a hot research topic; however, they have been studied since 2014, and a large number of algorithms have been proposed. Nevertheless, few comprehensive studies explain the connections among different GAN variants and how they have evolved. I...

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Veröffentlicht in:	IEEE transactions on knowledge and data engineering 2023-04, Vol.35 (4), p.3313-3332
Hauptverfasser:	Gui, Jie, Sun, Zhenan, Wen, Yonggang, Tao, Dacheng, Ye, Jieping
Format:	Artikel
Sprache:	eng
Schlagworte:	algorithm Algorithms applications Audio data Computer vision Data models Deep learning Generative adversarial networks Generators Image processing Inference algorithms Linear programming Machine learning algorithms Natural language processing theory
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