Improving Generative Adversarial Networks With Local Coordinate Coding

Generative adversarial networks (GANs) have shown remarkable success in generating realistic data from some predefined prior distribution (e.g., Gaussian noises). However, such prior distribution is often independent of real data and thus may lose semantic information (e.g., geometric structure or c...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 44(2022), 1 vom: 15. Jan., Seite 211-227
1. Verfasser: Cao, Jiezhang (VerfasserIn)
Weitere Verfasser: Guo, Yong, Wu, Qingyao, Shen, Chunhua, Huang, Junzhou, Tan, Mingkui
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2022
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article