Shane Gero

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

Abstract We propose a methodology for discovering meaningful properties in data without ground truth by combining manipulation of the latent variables of generative models to extreme values with causal inference in an approach we call causal disentanglement with extreme values (C...