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Investigation of Uncertainty of Deep Learning-based Object
  Classification on Radar Spectra

Investigation of Uncertainty of Deep Learning-based Object Classification on Radar Spectra

1 June 2021
Kanil Patel
William H. Beluch
K. Rambach
Adriana-Eliza Cozma
Michael Pfeiffer
Bin Yang
    EDL
    UQCV
ArXivPDFHTML

Papers citing "Investigation of Uncertainty of Deep Learning-based Object Classification on Radar Spectra"

3 / 3 papers shown
Title
Improving Uncertainty of Deep Learning-based Object Classification on
  Radar Spectra using Label Smoothing
Improving Uncertainty of Deep Learning-based Object Classification on Radar Spectra using Label Smoothing
Kanil Patel
William H. Beluch
K. Rambach
Michael Pfeiffer
B. Yang
UQCV
38
9
0
27 Sep 2021
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
276
5,675
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
285
9,145
0
06 Jun 2015
1