From Denoising to Compressed Sensing

16 June 2014

Richard G. Baraniuk

Papers citing "From Denoising to Compressed Sensing"

20 / 20 papers shown

Title
Comprehensive Examination of Unrolled Networks for Solving Linear Inverse Problems Eric Chen Xi Chen A. Maleki S. Jalali 90 0 0 08 Jan 2025
Ambient Diffusion Posterior Sampling: Solving Inverse Problems with Diffusion Models Trained on Corrupted Data Asad Aali Giannis Daras Brett Levac Sidharth Kumar Alexandros G. Dimakis Jonathan I. Tamir MedIm 86 15 0 13 Mar 2024
When deep denoising meets iterative phase retrieval Yaotian Wang Xiaohang Sun Jason W. Fleischer 100 18 0 03 Mar 2020
Learning to Invert: Signal Recovery via Deep Convolutional Networks Ali Mousavi Richard G. Baraniuk 104 286 0 14 Jan 2017
Fast and Reliable Parameter Estimation from Nonlinear Observations Samet Oymak Mahdi Soltanolkotabi 124 25 0 23 Oct 2016
$Does $\ell_p$-minimization outperform $\ell_1$-minimization?$ Does $\ell_p$ -minimization outperform $\ell_1$ -minimization? Le Zheng A. Maleki Haolei Weng Xiaodong Wang T. Long 35 25 0 15 Jan 2015
Image Compressive Sensing Recovery Using Adaptively Learned Sparsifying Basis via L0 Minimization Jian Zhang Chen Zhao Debin Zhao Wen Gao 38 166 0 30 Apr 2014
Parameterless Optimal Approximate Message Passing Ali Mousavi A. Maleki Richard G. Baraniuk 41 33 0 31 Oct 2013
Asymptotic Analysis of LASSOs Solution Path with Implications for Approximate Message Passing Ali Mousavi A. Maleki Richard G. Baraniuk 47 20 0 23 Sep 2013
Stein COnsistent Risk Estimator (SCORE) for hard thresholding Charles-Alban Deledalle Gabriel Peyré Jalal Fadili 43 11 0 24 Jan 2013
Unbiased Risk Estimates for Singular Value Thresholding and Spectral Estimators Emmanuel J. Candes Carlos A. Sing Long J. Trzasko 69 220 0 15 Oct 2012
Improved Total Variation based Image Compressive Sensing Recovery by Nonlocal Regularization Jian Zhang Shaohui Liu Debin Zhao Ruiqin Xiong Siwei Ma 37 97 0 18 Aug 2012
Approximate Message Passing with Consistent Parameter Estimation and Applications to Sparse Learning Ulugbek S. Kamilov S. Rangan A. Fletcher M. Unser 66 98 0 17 Jul 2012
Compressed Sensing of Approximately-Sparse Signals: Phase Transitions and Optimal Reconstruction Jean Barbier Florent Krzakala M. Mézard Lenka Zdeborová 58 20 0 09 Jul 2012
Suboptimality of Nonlocal Means for Images with Sharp Edges A. Maleki Manjari Narayan Richard G. Baraniuk 45 16 0 24 Nov 2011
Accurate Prediction of Phase Transitions in Compressed Sensing via a Connection to Minimax Denoising D. Donoho Iain M. Johnstone Andrea Montanari 112 179 0 04 Nov 2011
Compressive Imaging using Approximate Message Passing and a Markov-Tree Prior Subhojit Som Philip Schniter 84 214 0 12 Aug 2011
Fast L1-Minimization Algorithms For Robust Face Recognition An Yang Zihan Zhou Arvind Ganesh S. Shankar Sastry Yi-An Ma CVBM 103 266 0 21 Jul 2010
The Noise-Sensitivity Phase Transition in Compressed Sensing D. Donoho A. Maleki Andrea Montanari 82 382 0 08 Apr 2010
Message Passing Algorithms for Compressed Sensing D. Donoho A. Maleki Andrea Montanari 100 2,352 0 21 Jul 2009