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2406.09864
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LUMA: A Benchmark Dataset for Learning from Uncertain and Multimodal Data
14 June 2024
Grigor Bezirganyan
Sana Sellami
Laure Berti-Équille
Sébastien Fournier
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Papers citing
"LUMA: A Benchmark Dataset for Learning from Uncertain and Multimodal Data"
5 / 5 papers shown
Title
Review of multimodal machine learning approaches in healthcare
"Felix H. Krones
Umar Marikkar
Guy Parsons
Adam Szmul
Adam Mahdi
32
27
0
04 Feb 2024
Uncertainty Estimation for Multi-view Data: The Power of Seeing the Whole Picture
M. Jung
He Zhao
Joanna Dipnall
Belinda Gabbe
Lan Du
UQCV
EDL
44
12
0
06 Oct 2022
Improving model calibration with accuracy versus uncertainty optimization
R. Krishnan
Omesh Tickoo
UQCV
183
156
0
14 Dec 2020
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
1