Deep-learning-driven Reliable Single-pixel Imaging with Uncertainty
Approximation

Deep-learning-driven Reliable Single-pixel Imaging with Uncertainty Approximation

24 July 2021

Mikaela A. O’Brien

Geoffrey P. Luke

ArXiv (abs)PDF HTML

Papers citing "Deep-learning-driven Reliable Single-pixel Imaging with Uncertainty Approximation"

11 / 11 papers shown

Title
Optical machine learning with incoherent light and a single-pixel detector Shuming Jiao Xiang Li Yang Gao T. Lei Zhenwei Xie Xiaocong Yuan 122 99 0 24 Apr 2019
Review on Optical Image Hiding and Watermarking Techniques Shuming Jiao Changyuan Zhou Yishi Shi Wenbin Zou Xia Li 18 134 0 16 Apr 2018
How to Start Training: The Effect of Initialization and Architecture Boris Hanin David Rolnick 84 255 0 05 Mar 2018
Computational ghost imaging using deep learning Tomoyoshi Shimobaba Yutaka Endo Takashi Nishitsuji Takayuki Takahashi Yuki Nagahama ... M. Sano Ryuji Hirayama Takashi Kakue Atsushi Shiraki T. Ito 36 121 0 19 Oct 2017
Deep Learning Microscopy Y. Rivenson Z. Gorocs H. Gunaydin Yibo Zhang Hongda Wang Aydogan Ozcan MedIm 54 385 0 12 May 2017
Phase recovery and holographic image reconstruction using deep learning in neural networks Y. Rivenson Yibo Zhang H. Gunaydin Da Teng Aydogan Ozcan 52 825 0 10 May 2017
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? Alex Kendall Y. Gal BDL OOD UD UQCV PER 362 4,719 0 15 Mar 2017
Lensless computational imaging through deep learning Ayan Sinha Justin Lee Shuai Li George Barbastathis 78 520 0 22 Feb 2017
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 842 5,841 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 854 9,346 0 06 Jun 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.9K 77,378 0 18 May 2015

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