Out-of-Distribution Example Detection in Deep Neural Networks using Distance to Modelled Embedding

24 August 2021

Papers citing "Out-of-Distribution Example Detection in Deep Neural Networks using Distance to Modelled Embedding"

4 / 4 papers shown

Title
phepy: Visual Benchmarks and Improvements for Out-of-Distribution Detectors Juniper Tyree Andreas Rupp Petri S. Clusius Michael Boy OODD 69 0 0 07 Mar 2025
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,675 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,145 0 06 Jun 2015
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,638 0 03 Jul 2012