Robustness to corruption in pre-trained Bayesian neural networks

24 June 2022

Papers citing "Robustness to corruption in pre-trained Bayesian neural networks"

5 / 5 papers shown

Title
Are vision language models robust to uncertain inputs? Xi Wang Eric Nalisnick AAML VLM 8 0 0 17 May 2025
Tractable Function-Space Variational Inference in Bayesian Neural Networks Tim G. J. Rudner Zonghao Chen Yee Whye Teh Y. Gal 85 39 0 28 Dec 2023
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,675 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,145 0 06 Jun 2015
MCMC using Hamiltonian dynamics Radford M. Neal 185 3,267 0 09 Jun 2012