Density Uncertainty Quantification with NeRF-Ensembles: Impact of Data and Scene Constraints

22 December 2023

Papers citing "Density Uncertainty Quantification with NeRF-Ensembles: Impact of Data and Scene Constraints"

4 / 4 papers shown

Title
FeatureGS: Eigenvalue-Feature Optimization in 3D Gaussian Splatting for Geometrically Accurate and Artifact-Reduced Reconstruction M. Jäger Markus Hillemann B. Jutzi 39 0 0 29 Jan 2025
Density-aware NeRF Ensembles: Quantifying Predictive Uncertainty in Neural Radiance Fields Niko Sünderhauf Jad Abou-Chakra Dimity Miller UQCV 62 53 0 19 Sep 2022
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