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Generalisation effects of predictive uncertainty estimation in deep
  learning for digital pathology

Generalisation effects of predictive uncertainty estimation in deep learning for digital pathology

17 December 2021
Milda Pocevičiūtė
Gabriel Eilertsen
Sofia Jarkman
Claes Lundström
    OOD
    UQCV
ArXivPDFHTML

Papers citing "Generalisation effects of predictive uncertainty estimation in deep learning for digital pathology"

3 / 3 papers shown
Title
Artificial Intelligence for Digital and Computational Pathology
Artificial Intelligence for Digital and Computational Pathology
Andrew H. Song
Guillaume Jaume
Drew F. K. Williamson
Ming Y. Lu
Anurag J. Vaidya
Tiffany R. Miller
Faisal Mahmood
AI4CE
30
129
0
13 Dec 2023
Simple and Scalable Predictive Uncertainty Estimation using Deep
  Ensembles
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
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning
Y. Gal
Zoubin Ghahramani
UQCV
BDL
279
9,136
0
06 Jun 2015
1