Gradient Layer: Enhancing the Convergence of Adversarial Training for Generative Models

Atsushi Nitanda, Taiji Suzuki. Gradient Layer: Enhancing the Convergence of Adversarial Training for Generative Models. In Amos J. Storkey, Fernando PĂ©rez-Cruz, editors, International Conference on Artificial Intelligence and Statistics, AISTATS 2018, 9-11 April 2018, Playa Blanca, Lanzarote, Canary Islands, Spain. Volume 84 of Proceedings of Machine Learning Research, pages 1008-1016, PMLR, 2018. [doi]

Abstract

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