Title

Deep Generative Models Strike Back! Improving Understanding and Evaluation in Light of Unmet Expectations for OoD Data

12 November 2019

Papers citing "Deep Generative Models Strike Back! Improving Understanding and Evaluation in Light of Unmet Expectations for OoD Data"

3 / 3 papers shown

Title
Entropic Issues in Likelihood-Based OOD Detection M. Volkovs Gabriel Loaiza-Ganem OODD 268 17 0 22 Sep 2021
Perfect density models cannot guarantee anomaly detection Charline Le Lan Laurent Dinh 352 55 0 07 Dec 2020
Granular Learning with Deep Generative Models using Highly Contaminated Data John Just 69 0 0 06 Jan 2020