Stochastic Neural Radiance Fields: Quantifying Uncertainty in Implicit
3D Representations

Stochastic Neural Radiance Fields: Quantifying Uncertainty in Implicit 3D Representations

5 September 2021

Francesc Moreno-Noguer

Papers citing "Stochastic Neural Radiance Fields: Quantifying Uncertainty in Implicit 3D Representations"

12 / 62 papers shown

Title
ActiveNeRF: Learning where to See with Uncertainty Estimation Xuran Pan Zihang Lai Shiji Song Gao Huang 10 105 0 18 Sep 2022
Uncertainty Guided Policy for Active Robotic 3D Reconstruction using Neural Radiance Fields Soomin Lee Le Chen Jiahao Wang Alexander Liniger Suryansh Kumar F. I. F. Richard Yu 21 59 0 17 Sep 2022
Progressive Multi-scale Light Field Networks David Li Amitabh Varshney AI4CE 28 3 0 13 Aug 2022
Stochastic Poisson Surface Reconstruction Silvia Sellán Alec Jacobson 30 25 0 30 Jun 2022
Beyond RGB: Scene-Property Synthesis with Neural Radiance Fields Mingtong Zhang Shuhong Zheng Zhipeng Bao M. Hebert Yu-xiong Wang 19 12 0 09 Jun 2022
Conditional-Flow NeRF: Accurate 3D Modelling with Reliable Uncertainty Quantification Jianxiong Shen Antonio Agudo Francesc Moreno-Noguer Adria Ruiz AI4CE 14 55 0 18 Mar 2022
RegNeRF: Regularizing Neural Radiance Fields for View Synthesis from Sparse Inputs Michael Niemeyer Jonathan T. Barron B. Mildenhall Mehdi S. M. Sajjadi Andreas Geiger Noha Radwan 51 579 0 01 Dec 2021
Neural Fields in Visual Computing and Beyond Yiheng Xie Towaki Takikawa Shunsuke Saito Or Litany Shiqin Yan Numair Khan Federico Tombari James Tompkin Vincent Sitzmann Srinath Sridhar 3DH 49 615 0 22 Nov 2021
Neural Body: Implicit Neural Representations with Structured Latent Codes for Novel View Synthesis of Dynamic Humans Sida Peng Yuanqing Zhang Yinghao Xu Qianqian Wang Qing Shuai Hujun Bao Xiaowei Zhou 3DH 197 687 0 31 Dec 2020
Neural Sparse Voxel Fields Lingjie Liu Jiatao Gu Kyaw Zaw Lin Tat-Seng Chua Christian Theobalt 203 1,242 0 22 Jul 2020
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,661 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,138 0 06 Jun 2015