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Deep Quantile Regression for Uncertainty Estimation in Unsupervised and
  Supervised Lesion Detection

Deep Quantile Regression for Uncertainty Estimation in Unsupervised and Supervised Lesion Detection

20 September 2021
H. Akrami
Anand A. Joshi
Sergul Aydore
Richard M. Leahy
    UQCV
ArXivPDFHTML

Papers citing "Deep Quantile Regression for Uncertainty Estimation in Unsupervised and Supervised Lesion Detection"

4 / 4 papers shown
Title
Balanced Marginal and Joint Distributional Learning via Mixture
  Cramer-Wold Distance
Balanced Marginal and Joint Distributional Learning via Mixture Cramer-Wold Distance
SeungHwan An
Sungchul Hong
Jong-June Jeon
21
0
0
06 Dec 2023
Beta quantile regression for robust estimation of uncertainty in the
  presence of outliers
Beta quantile regression for robust estimation of uncertainty in the presence of outliers
H. Akrami
Omar Zamzam
Anand A. Joshi
Sergul Aydore
Richard M. Leahy
OOD
MedIm
13
0
0
14 Sep 2023
Distributional Learning of Variational AutoEncoder: Application to
  Synthetic Data Generation
Distributional Learning of Variational AutoEncoder: Application to Synthetic Data Generation
SeungHwan An
Jong-June Jeon
DRL
35
8
0
22 Feb 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
273
5,660
0
05 Dec 2016
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