IEEE - Institute of Electrical and Electronics Engineers, Inc. - A Framework of Composite Functional Gradient Methods for Generative Adversarial Models

Author(s): Rie Johnson ; Tong Zhang
Sponsor(s): IEEE Computer Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1
ISSN (CD): 2160-9292
ISSN (Electronic): 1939-3539
ISSN (Paper): 0162-8828
DOI: 10.1109/TPAMI.2019.2924428
Regular:

Generative adversarial networks (GAN) are trained through a minimax game between a generator and a discriminator to generate data that mimics observations. While being widely used, GAN training is... View More

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