An Introduction to Generative Adversarial Networks
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Date
2019-09-11
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Publisher
Université d'Ottawa / University of Ottawa
Abstract
This thesis is a survey of the mathematical theory of Generative Adversarial Networks (GANs). The relevant theories discussed are game theory, information theory and optimal transport theory.
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Keywords
game theory, information theory, optimal transport theory, Generative Adversarial Networks