Dimensionality Reduction and Nearest Neighbors for Improving
Out-of-Distribution Detection in Medical Image Segmentation

Dimensionality Reduction and Nearest Neighbors for Improving Out-of-Distribution Detection in Medical Image Segmentation

5 August 2024

Mohamed Eltaher

Joshua P. Yung

Tiffany L. Calderone

Jessica I. Sanchez

Darrel W. Cleere

Ankit B. Patel

Kristy K. Brock

Papers citing "Dimensionality Reduction and Nearest Neighbors for Improving Out-of-Distribution Detection in Medical Image Segmentation"

3 / 3 papers shown

Title
Generalized Out-of-Distribution Detection: A Survey Jingkang Yang Kaiyang Zhou Yixuan Li Ziwei Liu 171 870 0 21 Oct 2021
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 268 5,652 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 247 9,109 0 06 Jun 2015