Introduction

Deep generative models have shown an incredible results in producing highly realistic pieces of content of various kind, such as images, texts, and music. The three most popular generative model approaches are Generative Adversarial Networks (GANs), autoregressive models, and Variational Autoencoders (VAEs). However, this blogpost will only be focusing on VAEs.