$p$ -DkNN: Out-of-Distribution Detection Through Statistical Testing of Deep Representations

25 July 2022

Papers citing "$p$-DkNN: Out-of-Distribution Detection Through Statistical Testing of Deep Representations"

4 / 4 papers shown

Title
Provably Safeguarding a Classifier from OOD and Adversarial Samples: an Extreme Value Theory Approach Nicolas Atienza Christophe Labreuche Johanne Cohen Michele Sebag OODD AAML 141 0 0 20 Jan 2025
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,660 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,136 0 06 Jun 2015
Combining p-values via averaging V. Vovk Ruodu Wang FedML 65 205 0 20 Dec 2012