Discretization-Induced Dirichlet Posterior for Robust Uncertainty
Quantification on Regression

Discretization-Induced Dirichlet Posterior for Robust Uncertainty Quantification on Regression

17 August 2023

Jindong Gu

Papers citing "Discretization-Induced Dirichlet Posterior for Robust Uncertainty Quantification on Regression"

5 / 5 papers shown

Title
CATPlan: Loss-based Collision Prediction in End-to-End Autonomous Driving Ziliang Xiong Shipeng Liu Nathaniel Helgesen Joakim Johnander Per-Erik Forssén 59 0 0 10 Mar 2025
On the Calibration of Human Pose Estimation Kerui Gu Rongyu Chen Angela Yao 28 7 0 28 Nov 2023
DEUP: Direct Epistemic Uncertainty Prediction Salem Lahlou Moksh Jain Hadi Nekoei V. Butoi Paul Bertin Jarrid Rector-Brooks Maksym Korablyov Yoshua Bengio PER UQLM UQCV UD 200 81 0 16 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 279 9,136 0 06 Jun 2015