Alon Berliner

Learning Discrete Structured Variational Auto-Encoder using Natural Evolution Strategies

Discrete variational auto-encoders (VAEs) are able to represent semantic latent spaces in generative learning. In many real-life settings, the discrete latent space consists of high-dimensional structures, and propagating gradients through the relevant structures often requires enumerating over an e…