On Stein Variational Neural Network Ensembles

20 June 2021

Papers citing "On Stein Variational Neural Network Ensembles"

9 / 9 papers shown

Title
Pathologies in priors and inference for Bayesian transformers Tristan Cinquin Alexander Immer Max Horn Vincent Fortuin UQCV BDL MedIm 20 9 0 08 Oct 2021
Deep Classifiers with Label Noise Modeling and Distance Awareness Vincent Fortuin Mark Collier F. Wenzel J. Allingham J. Liu Dustin Tran Balaji Lakshminarayanan Jesse Berent Rodolphe Jenatton E. Kokiopoulou UQCV 21 11 0 06 Oct 2021
Repulsive Deep Ensembles are Bayesian Francesco DÁngelo Vincent Fortuin UQCV BDL 27 93 0 22 Jun 2021
Priors in Bayesian Deep Learning: A Review Vincent Fortuin UQCV BDL 22 124 0 14 May 2021
Robust Out-of-distribution Detection for Neural Networks Jiefeng Chen Yixuan Li Xi Wu Yingyu Liang S. Jha OODD 150 83 0 21 Mar 2020
Projected Stein Variational Gradient Descent Peng Chen Omar Ghattas BDL 50 68 0 09 Feb 2020
A Stein variational Newton method Gianluca Detommaso Tiangang Cui Alessio Spantini Youssef Marzouk Robert Scheichl 53 114 0 08 Jun 2018
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 268 5,652 0 05 Dec 2016
Understanding symmetries in deep networks Vijay Badrinarayanan Bamdev Mishra R. Cipolla 219 42 0 03 Nov 2015