74 citations · 149 across the 8 of their papers we have counts for
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2 papers · 1 filter
cs.LG2019★ 5 cited
A Method to Model Conditional Distributions with Normalizing Flows
Zhisheng Xiao, Qing Yan, Yali Amit
In this work, we investigate the use of normalizing flows to model conditional distributions. In particular, we use our proposed method to analyze inverse problems with invertible…
cs.CV2019★ 18 cited
Generative Latent Flow
Zhisheng Xiao, Qing Yan, Yali Amit
In this work, we propose the Generative Latent Flow (GLF), an algorithm for generative modeling of the data distribution. GLF uses an Auto-encoder (AE) to learn latent representati…