Natural Posterior Network: Deep Bayesian Uncertainty for Exponential
Family Distributions

Natural Posterior Network: Deep Bayesian Uncertainty for Exponential Family Distributions

10 May 2021

Bertrand Charpentier

Oliver Borchert

Stephan Günnemann

Papers citing "Natural Posterior Network: Deep Bayesian Uncertainty for Exponential Family Distributions"

5 / 5 papers shown

Title
vMF-Contact: Uncertainty-aware Evidential Learning for Probabilistic Contact-grasp in Noisy Clutter Yitian Shi Edgar Welte Maximilian Gilles Rania Rayyes 21 3 0 06 Nov 2024
Uncertainty Aware Semi-Supervised Learning on Graph Data Xujiang Zhao Feng Chen Shu Hu Jin-Hee Cho UQCV EDL BDL 102 130 0 24 Oct 2020
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 268 5,635 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 247 9,042 0 06 Jun 2015
Dynamic Bayesian Combination of Multiple Imperfect Classifiers Edwin Simpson Stephen J. Roberts Ioannis Psorakis Arfon M. Smith 42 144 0 08 Jun 2012