Bayesian Deep Basis Fitting for Depth Completion with Uncertainty

29 March 2021

Papers citing "Bayesian Deep Basis Fitting for Depth Completion with Uncertainty"

9 / 9 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 85 0 0 04 May 2025
DesNet: Decomposed Scale-Consistent Network for Unsupervised Depth Completion Zhiqiang Yan Kun Wang Xiang Li Zhenyu Zhang Jun Yu Li Jian Yang 3DV 27 28 0 20 Nov 2022
GraphCSPN: Geometry-Aware Depth Completion via Dynamic GCNs Xin Liu Xiaofei Shao Boqian Wang Yali Li Shengjin Wang GNN 30 32 0 19 Oct 2022
Unsupervised Depth Completion with Calibrated Backprojection Layers A. Wong Stefano Soatto 3DV MDE 3DPC 14 93 0 24 Aug 2021
PENet: Towards Precise and Efficient Image Guided Depth Completion Mu Hu Shuling Wang Bin Li Shiyu Ning Li Fan Xiaojin Gong MDE 100 273 0 01 Mar 2021
CodeVIO: Visual-Inertial Odometry with Learned Optimizable Dense Depth Xingxing Zuo Nate Merrill Wei Li Yong-jin Liu Marc Pollefeys G. Huang 72 39 0 18 Dec 2020
Project to Adapt: Domain Adaptation for Depth Completion from Noisy and Sparse Sensor Data A. L. Rodríguez Benjamin Busam K. Mikolajczyk 18 44 0 03 Aug 2020
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 261 9,134 0 06 Jun 2015