An Automatic Control Perspective on Parameterizing Generative Adversarial Network.
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DOI: 10.1109/tcyb.2023.3267773
Abstract: This article presents a new perspective from control theory to interpret and solve the instability and mode collapse problems of generative adversarial networks (GANs). The dynamics of GANs are parameterized in the function space and… read more here.
Keywords: perspective parameterizing; automatic control; control; generative adversarial ... See more keywords