UQGAN: A Unified Model for Uncertainty Quantification of Deep Classifiers trained via Conditional GANs

31 January 2022

Papers citing "UQGAN: A Unified Model for Uncertainty Quantification of Deep Classifiers trained via Conditional GANs"

4 / 4 papers shown

Title
Uncertainty Quantification for Machine Learning in Healthcare: A Survey L. J. L. Lopez Shaza Elsharief Dhiyaa Al Jorf Firas Darwish Congbo Ma Farah E. Shamout 26 0 0 04 May 2025
PAC Confidence Sets for Deep Neural Networks via Calibrated Prediction Sangdon Park Osbert Bastani Nikolai Matni Insup Lee UQCV 121 68 0 31 Dec 2019
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 268 5,635 0 05 Dec 2016
Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational Inference Y. Gal Zoubin Ghahramani UQCV BDL 197 741 0 06 Jun 2015