93 citations · 305 across the 23 of their papers we have counts for
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cs.LG2020★ 1 cited
An Empirical Comparison of GANs and Normalizing Flows for Density Estimation
Tianci Liu, Jeffrey Regier
Generative adversarial networks (GANs) and normalizing flows are both approaches to density estimation that use deep neural networks to transform samples from an uninformative prio…
stat.ML2020★ 23 cited
Decision-Making with Auto-Encoding Variational Bayes
Romain Lopez, Pierre Boyeau, Nir Yosef +2
To make decisions based on a model fit with auto-encoding variational Bayes (AEVB), practitioners often let the variational distribution serve as a surrogate for the posterior dist…