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Towards Principled Uncertainty Estimation for Deep Neural Networks

Towards Principled Uncertainty Estimation for Deep Neural Networks

29 October 2018
Richard E. Harang
Ethan M. Rudd
    BDL
    UQCV
ArXivPDFHTML

Papers citing "Towards Principled Uncertainty Estimation for Deep Neural Networks"

2 / 2 papers shown
Title
A Simple Approach to Improve Single-Model Deep Uncertainty via
  Distance-Awareness
A Simple Approach to Improve Single-Model Deep Uncertainty via Distance-Awareness
J. Liu
Shreyas Padhy
Jie Jessie Ren
Zi Lin
Yeming Wen
Ghassen Jerfel
Zachary Nado
Jasper Snoek
Dustin Tran
Balaji Lakshminarayanan
UQCV
BDL
26
48
0
01 May 2022
The Hidden Uncertainty in a Neural Networks Activations
The Hidden Uncertainty in a Neural Networks Activations
Janis Postels
Hermann Blum
Yannick Strümpler
Cesar Cadena
Roland Siegwart
Luc Van Gool
Federico Tombari
UQCV
36
22
0
05 Dec 2020
1