Generative models uncertainty estimation

18 October 2022

Papers citing "Generative models uncertainty estimation"

6 / 6 papers shown

Title
A Survey of Uncertainty in Deep Neural Networks J. Gawlikowski Cedrique Rovile Njieutcheu Tassi Mohsin Ali Jongseo Lee Matthias Humt ... R. Roscher Muhammad Shahzad Wen Yang R. Bamler Xiaoxiang Zhu BDL UQCV OOD 229 1,147 0 07 Jul 2021
Understanding Event-Generation Networks via Uncertainties Marco Bellagente Manuel Haussmann Michel Luchmann Tilman Plehn BDL 88 55 0 09 Apr 2021
Cherenkov Detectors Fast Simulation Using Neural Networks D. Derkach N. Kazeev Fedor Ratnikov Andrey Ustyuzhanin Alexandra Volokhova 41 28 0 28 Mar 2019
Generative Models for Fast Calorimeter Simulation.LHCb case V. Chekalina Elena Orlova Fedor Ratnikov Dmitry Ulyanov Andrey Ustyuzhanin Egor Zakharov AI4CE 46 68 0 04 Dec 2018
Variational Dropout Sparsifies Deep Neural Networks Dmitry Molchanov Arsenii Ashukha Dmitry Vetrov BDL 139 829 0 19 Jan 2017
Deep Unsupervised Learning using Nonequilibrium Thermodynamics Jascha Narain Sohl-Dickstein Eric A. Weiss Niru Maheswaranathan Surya Ganguli SyDa DiffM 290 6,931 0 12 Mar 2015