2023
Unbiased learning of deep generative models with structured discrete representations
NeurIPS 2023poster
By composing graphical models with deep learning architectures, we learn generative models with the strengths of both frameworks. The structured variational autoencoder (SVAE) inherits structure and interpretability from graphical models, and flexible likelihoods for high-dimensional data from deep…