Discrete Variational Autoencoding via Policy Search

Michael Drolet, Firas Al-Hafez, Aditya Bhatt +2

Discrete latent bottlenecks in variational autoencoders (VAEs) offer high bit efficiency and can be modeled with autoregressive discrete distributions, enabling parameter-efficient…