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LUMA: A Benchmark Dataset for Learning from Uncertain and Multimodal
  Data

LUMA: A Benchmark Dataset for Learning from Uncertain and Multimodal Data

14 June 2024
Grigor Bezirganyan
Sana Sellami
Laure Berti-Équille
Sébastien Fournier
ArXivPDFHTML

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
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
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
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
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
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning
Y. Gal
Zoubin Ghahramani
UQCV
BDL
247
9,109
0
06 Jun 2015
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