An Introduction to Variational Autoencoders
Diederik P. Kingma, Max Welling · Foundations and Trends® in Machine Learning · 2019
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.