618 citations · 861 across the 14 of their papers we have counts for
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cs.LG2018★ 5 cited
Deep Structured Generative Models
Kun Xu, Haoyu Liang, Jun Zhu +2
Deep generative models have shown promising results in generating realistic images, but it is still non-trivial to generate images with complicated structures. The main reason is t…
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,…