CertainNet: Sampling-free Uncertainty Estimation for Object Detection

CertainNet: Sampling-free Uncertainty Estimation for Object Detection

4 October 2021

Stefano Gasperini

Alvaro Marcos-Ramiro

Nassir Navab

Papers citing "CertainNet: Sampling-free Uncertainty Estimation for Object Detection"

6 / 6 papers shown

Title
EvCenterNet: Uncertainty Estimation for Object Detection using Evidential Learning Monish R. Nallapareddy Kshitij Sirohi Paulo L. J. Drews-Jr Wolfram Burgard Chih-Hong Cheng Abhinav Valada EDL 28 7 0 06 Mar 2023
Recent Advancements in Deep Learning Applications and Methods for Autonomous Navigation: A Comprehensive Review Arman Asgharpoor Golroudbari M. Sabour 16 19 0 22 Feb 2023
TexPose: Neural Texture Learning for Self-Supervised 6D Object Pose Estimation Hanzhi Chen Fabian Manhardt Nassir Navab Benjamin Busam SSL 26 36 0 25 Dec 2022
Instance-Aware Observer Network for Out-of-Distribution Object Segmentation Victor Besnier Andrei Bursuc David Picard Alexandre Briot 39 1 0 18 Jul 2022
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,660 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