ICML-On Characterizing GAN Convergence Through Proximal Duality Gap

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On Characterizing GAN Convergence Through Proximal Duality Gap

                Sahil Sidheekh 1 Aroof Aimen 1 Narayanan C. Krishnan 1

              Abstract              most popular and successful of innovations for learning data
    Despite the accomplishments of Generative Ad-     distributions. A GAN formulates the generative modeling
    versarial Networks (GANs) in modeling data dis-    problem as a zero-sum game between two agents - a Dis-
    tributions, training them remains a challen ...

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关键词：Convergence Character converge Through duality