Understanding and Stabilizing GANs' Training Dynamics Using Control Theory

Kun Xu 0004, Chongxuan Li, Jun Zhu, Bo Zhang 0010. Understanding and Stabilizing GANs' Training Dynamics Using Control Theory. In Proceedings of the 37th International Conference on Machine Learning, ICML 2020, 13-18 July 2020, Virtual Event. Volume 119 of Proceedings of Machine Learning Research, pages 10566-10575, PMLR, 2020. [doi]

Abstract

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