Multi-layer Aggregation as a key to feature-based OOD detection

28 July 2023

Papers citing "Multi-layer Aggregation as a key to feature-based OOD detection"

4 / 4 papers shown

Title
Towards Integrating Epistemic Uncertainty Estimation into the Radiotherapy Workflow Marvin Tom Teichmann Manasi Datar Lisa Kratzke Fernando Vega Florin C. Ghesu UQCV 30 1 0 27 Sep 2024
Trustworthy clinical AI solutions: a unified review of uncertainty quantification in deep learning models for medical image analysis Benjamin Lambert Florence Forbes A. Tucholka Senan Doyle Harmonie Dehaene M. Dojat 24 76 0 05 Oct 2022
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 270 5,660 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 267 9,136 0 06 Jun 2015