most citedTowards Principled Methods for Training Generative Adversarial Networks

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stat.ML2017★ 357 cited

Towards Principled Methods for Training Generative Adversarial Networks

Martin Arjovsky, Léon Bottou

The goal of this paper is not to introduce a single algorithm or method, but to make theoretical steps towards fully understanding the training dynamics of generative adversarial n…