f-VAEs: Improve VAEs with Conditional Flows

09/16/2018 ∙ by Jianlin Su, et al. ∙ 0

In this paper, we integrate VAEs and flow-based generative models successfully and get f-VAEs. Compared with VAEs, f-VAEs generate more vivid images, solved the blurred-image problem of VAEs. Compared with flow-based models such as Glow, f-VAE is more lightweight and converges faster, achieving the same performance under smaller-size architecture.

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flow

Keras implement of flow-based models


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