Generative adversarial network based on frequency domain data enhancement: Dual-way discriminator structure Copes with limited data

The excellent image-generation ability of generative adversarial networks (GANs) has been widely used. However, training a GAN requires large-scale data support, which hinders in-depth development. Therefore, the research on stable training of GANs under limited data conditions is helpful to further...

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Bibliographic Details
Main Authors: Jian Wei, Qinzhao Wang, Zixu Zhao
Format: Article
Language:English
Published: Elsevier 2024-02-01
Series:Heliyon
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844024012817