Robust Out-of-Distribution Detection on Deep Probabilistic Generative Models

15 June 2021

Papers citing "Robust Out-of-Distribution Detection on Deep Probabilistic Generative Models"

3 / 3 papers shown

Title
Approximations to the Fisher Information Metric of Deep Generative Models for Out-Of-Distribution Detection Sam Dauncey Chris Holmes Christopher Williams Fabian Falck 44 0 0 03 Mar 2024
Model-agnostic out-of-distribution detection using combined statistical tests Federico Bergamin Pierre-Alexandre Mattei Jakob Drachmann Havtorn Hugo Senetaire Hugo Schmutz Lars Maaløe Søren Hauberg J. Frellsen OODD 21 18 0 02 Mar 2022
Hierarchical VAEs Know What They Don't Know Jakob Drachmann Havtorn J. Frellsen Søren Hauberg Lars Maaløe DRL 30 71 0 16 Feb 2021