1 Introduction

2 Theoretical Background

3 The Vanilla VAE and Its Problems

4 Two-Stage VAE

5 Regularized VAE (RAE)

6 Hierarchical Variational Autoencoder

7 Experimental Setting

8 Numerical Results

9 Conclusions