← All works
Research paper

Auto-Encoding Variational Bayes

At a glance

Variational autoencoders learn compact representations of data to generate new examples.

In one paragraph

Introduced the variational autoencoder, a way to learn compact representations of data and generate new examples, making probabilistic models practical to train with neural networks.

Authors 2

  1. Durk Kingma
  2. Max Welling