290 citations · 1.3k across the 57 of their papers we have counts for
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cs.LG2018★ 4 cited
Learning Implicit Generative Models by Teaching Explicit Ones
Chao Du, Kun Xu, Chongxuan Li +2
Implicit generative models are difficult to train as no explicit density functions are defined. Generative adversarial nets (GANs) present a minimax framework to train such models,…
cs.LG2018★ 25 cited
Graphical Generative Adversarial Networks
Chongxuan Li, Max Welling, Jun Zhu +1
We propose Graphical Generative Adversarial Networks (Graphical-GAN) to model structured data. Graphical-GAN conjoins the power of Bayesian networks on compactly representing the d…