Unbiased Learning of Deep Generative Models with Structured Discrete Representations

Harry Bendekgey, Gabriel Hope, Erik B. Sudderth

By composing graphical models with deep learning architectures, we learn generative models with the strengths of both frameworks. The structured variational autoencoder (SVAE) inhe…