Model-agnostic out-of-distribution detection using combined statistical tests

no code implementations • 2 Mar 2022 • Federico Bergamin, Pierre-Alexandre Mattei, Jakob D. Havtorn, Hugo Senetaire, Hugo Schmutz, Lars Maaløe, Søren Hauberg, Jes Frellsen

These techniques, based on classical statistical tests, are model-agnostic in the sense that they can be applied to any differentiable generative model.

Out-of-Distribution Detection