Express Construction for GANs from Latent Representation to Data Distribution

Generative Adversarial Networks (GANs) are powerful generative models for numerous tasks and datasets. However, most of the existing models suffer from mode collapse. The most recent research indicates that the reason for it is that the optimal transportation map from random noise to the data distri...

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Bibliographic Details
Main Authors: Cheng, X. (Author), Deng, J. (Author), Deng, P. (Author), Liu, M. (Author), Wang, X. (Author), Xie, T. (Author), Yang, M. (Author)
Format: Article
Language:English
Published: MDPI 2022
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Online Access:View Fulltext in Publisher