53 citations · 79 across the 4 of their papers we have counts for
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cs.LG2017★ 2 cited
Deep Regression Bayesian Network and Its Applications
Siqi Nie, Meng Zheng, Qiang Ji
Deep directed generative models have attracted much attention recently due to their generative modeling nature and powerful data representation ability. In this paper, we review di…
cs.LG2015★ 1 cited
Latent Regression Bayesian Network for Data Representation
Siqi Nie, Qiang Ji
Deep directed generative models have attracted much attention recently due to their expressive representation power and the ability of ancestral sampling. One major difficulty of l…