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Nov, 2018
Metropolis-Hastings 生成对抗网络
Metropolis-Hastings Generative Adversarial Networks
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Ryan Turner, Jane Hung, Yunus Saatci, Jason Yosinski
TL;DR
本文介绍了一种新的生成对抗网络，将Markov chain Monte Carlo和GANs相结合，从生成器-判别器对所定义的隐性分布中绘制样本，并使用GAN训练的判别器来构建用于改进采样的包装器，从而提高了生成器的性能。
Abstract
We introduce the
metropolis-hastings
generative adversarial network
(MH-GAN), which combines aspects of
markov chain monte carlo
and
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