Data Augmentation for Bayesian Deep Learning

22 March 2019

Papers citing "Data Augmentation for Bayesian Deep Learning"

6 / 6 papers shown

Title
Robust Classification by Coupling Data Mollification with Label Smoothing Markus Heinonen Ba-Hien Tran Michael Kampffmeyer Maurizio Filippone 70 0 0 03 Jun 2024
Consistent Sparse Deep Learning: Theory and Computation Y. Sun Qifan Song F. Liang BDL 35 27 0 25 Feb 2021
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 270 5,660 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 282 9,136 0 06 Jun 2015
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,634 0 03 Jul 2012
MCMC using Hamiltonian dynamics Radford M. Neal 185 3,262 0 09 Jun 2012