Approaching an unknown communication system by latent space exploration and causal inference

Gašper Beguš, Andrej Leban, Shane Gero

This paper proposes a methodology for discovering meaningful properties in data by exploring the latent space of unsupervised deep generative models. We combine manipulation of ind…