Building, step by step, the reasoning that leads to VAEs. — This post was co-written with Baptiste Rocca. Introduction In the last few years, deep learning based generative models have gained more and more interest due to (and implying) some amazing improvements in the field. Relying on huge amount of data, well-designed networks architectures and smart training techniques, deep generative models have…