Object Detection as Probabilistic Set Prediction

Object Detection as Probabilistic Set Prediction

15 March 2022

Christoffer Petersson

Lennart Svensson

Papers citing "Object Detection as Probabilistic Set Prediction"

11 / 11 papers shown

Title
A Survey of Uncertainty in Deep Neural Networks J. Gawlikowski Cedrique Rovile Njieutcheu Tassi Mohsin Ali Jongseo Lee Matthias Humt ... R. Roscher Muhammad Shahzad Wen Yang R. Bamler Xiaoxiang Zhu BDL UQCV OOD 167 1,136 0 07 Jul 2021
Probabilistic two-stage detection Xingyi Zhou V. Koltun Philipp Krahenbuhl ObjD 66 224 0 12 Mar 2021
Estimating and Evaluating Regression Predictive Uncertainty in Deep Object Detectors Ali Harakeh Steven L. Waslander UQCV 37 41 0 13 Jan 2021
A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges Moloud Abdar Farhad Pourpanah Sadiq Hussain Dana Rezazadegan Li Liu ... Xiaochun Cao Abbas Khosravi U. Acharya V. Makarenkov S. Nahavandi BDL UQCV 193 1,893 0 12 Nov 2020
Deformable DETR: Deformable Transformers for End-to-End Object Detection Xizhou Zhu Weijie Su Lewei Lu Bin Li Xiaogang Wang Jifeng Dai ViT 164 4,993 0 08 Oct 2020
Deep Set Prediction Networks Yan Zhang Jonathon S. Hare Adam Prugel-Bennett 111 109 0 15 Jun 2019
Gaussian YOLOv3: An Accurate and Fast Object Detector Using Localization Uncertainty for Autonomous Driving Jiwoong Choi Dayoung Chun Hyun Kim Hyuk-Jae Lee 62 398 0 09 Apr 2019
Probabilistic Object Detection: Definition and Evaluation David Hall Feras Dayoub John Skinner Haoyang Zhang Dimity Miller Peter Corke G. Carneiro A. Angelova Niko Sünderhauf UQCV 70 110 0 27 Nov 2018
Poisson multi-Bernoulli mixture filter: direct derivation and implementation Á. F. García-Fernández Jason L. Williams Karl Granström Lennart Svensson 31 223 0 13 Mar 2017
An Efficient Implementation of the Generalized Labeled Multi-Bernoulli Filter B. Vo B. Vo H. Hoang 45 322 0 27 Jun 2016
Hybrid Poisson and multi-Bernoulli filters Jason L. Williams 44 75 0 14 Mar 2012