Can Your Generative Model Detect Out-of-Distribution Covariate Shift?

Christiaan Viviers, Amaan Valiuddin, Francisco Caetano +4

Detecting Out-of-Distribution (OOD) sensory data and covariate distribution shift aims to identify new test examples with different high-level image statistics to the captured, nor…