Be More Active! Understanding the Differences between Mean and Sampled Representations of Variational Autoencoders

Lisa Bonheme, Marek Grzes

The ability of Variational Autoencoders to learn disentangled representations has made them appealing for practical applications. However, their mean representations, which are gen…