An Introduction to Variational Autoencoders

06/06/2019

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by   Diederik P. Kingma, et al.

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Variational autoencoders provide a principled framework for learning deep latent-variable models and corresponding inference models. In this work, we provide an introduction to variational autoencoders and some important extensions.