Uncertainty Estimation in Medical Image Denoising with Bayesian Deep Image Prior

20 August 2020

Papers citing "Uncertainty Estimation in Medical Image Denoising with Bayesian Deep Image Prior"

11 / 11 papers shown

Title
Evaluating and Calibrating Uncertainty Prediction in Regression Tasks Dan Levi Liran Gispan Niv Giladi Ethan Fetaya UQCV 89 145 0 28 May 2019
A Bayesian Perspective on the Deep Image Prior Zezhou Cheng Matheus Gadelha Subhransu Maji Daniel Sheldon BDL UQCV 64 137 0 16 Apr 2019
Semantic denoising autoencoders for retinal optical coherence tomography M. Laves Sontje Ihler L. Kahrs T. Ortmaier 10 7 0 23 Mar 2019
Deep Image Prior Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky SupR 132 3,166 0 29 Nov 2017
On Calibration of Modern Neural Networks Chuan Guo Geoff Pleiss Yu Sun Kilian Q. Weinberger UQCV 299 5,871 0 14 Jun 2017
What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? Alex Kendall Y. Gal BDL OOD UD UQCV PER 362 4,721 0 15 Mar 2017
Medical image denoising using convolutional denoising autoencoders Lovedeep Gondara MedIm 65 567 0 16 Aug 2016
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising Peng Sun W. Zuo Yunjin Chen Deyu Meng Lei Zhang SupR 145 7,016 0 13 Aug 2016
Preconditioned Stochastic Gradient Langevin Dynamics for Deep Neural Networks Chunyuan Li Changyou Chen David Carlson Lawrence Carin ODL BDL 94 327 0 23 Dec 2015
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 863 9,353 0 06 Jun 2015
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 458 16,922 0 20 Dec 2013