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Unfolding Neural Networks for Compressive Multichannel Blind Deconvolution
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Unfolding Neural Networks for Compressive Multichannel Blind Deconvolution

Bahareh Tolooshams
S. Mulleti
Demba E. Ba
Yonina C. Eldar
ArXiv (abs)PDFHTML

Papers citing "Unfolding Neural Networks for Compressive Multichannel Blind Deconvolution"

12 / 12 papers shown
Title
Super-efficiency of automatic differentiation for functions defined as a minimum
Super-efficiency of automatic differentiation for functions defined as a minimum
Pierre Ablin
Gabriel Peyré
Thomas Moreau
65
42
0
10 Feb 2020
Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing
Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing
V. Monga
Yuelong Li
Yonina C. Eldar
102
1,022
0
22 Dec 2019
RandNet: deep learning with compressed measurements of images
RandNet: deep learning with compressed measurements of images
Thomas Chang
Bahareh Tolooshams
Demba E. Ba
46
11
0
25 Aug 2019
Theoretical Linear Convergence of Unfolded ISTA and its Practical Weights and Thresholds
Theoretical Linear Convergence of Unfolded ISTA and its Practical Weights and Thresholds
Xiaohan Chen
Jialin Liu
Zhangyang Wang
W. Yin
75
234
0
29 Aug 2018
Scalable Convolutional Dictionary Learning with Constrained Recurrent Sparse Auto-encoders
Scalable Convolutional Dictionary Learning with Constrained Recurrent Sparse Auto-encoders
Bahareh Tolooshams
Sourav Dey
Demba E. Ba
BDL
33
22
0
12 Jul 2018
Cognitive Radar Antenna Selection via Deep Learning
Cognitive Radar Antenna Selection via Deep Learning
Ahmet M. Elbir
Kumar Vijay Mishra
Yonina C. Eldar
39
101
0
27 Feb 2018
Blind Gain and Phase Calibration via Sparse Spectral Methods
Blind Gain and Phase Calibration via Sparse Spectral Methods
Yanjun Li
Kiryung Lee
Y. Bresler
67
27
0
30 Nov 2017
Convolutional Dictionary Learning: A Comparative Review and New Algorithms
Convolutional Dictionary Learning: A Comparative Review and New Algorithms
Cristina Garcia-Cardona
B. Wohlberg
85
177
0
09 Sep 2017
A Deep Learning Approach to Structured Signal Recovery
A Deep Learning Approach to Structured Signal Recovery
Ali Mousavi
Ankit B. Patel
Richard G. Baraniuk
56
442
0
17 Aug 2015
Learning Sparsely Used Overcomplete Dictionaries via Alternating Minimization
Learning Sparsely Used Overcomplete Dictionaries via Alternating Minimization
Alekh Agarwal
Anima Anandkumar
Prateek Jain
Praneeth Netrapalli
132
173
0
30 Oct 2013
Compressed Beamforming in Ultrasound Imaging
Compressed Beamforming in Ultrasound Imaging
Noam Wagner
Yonina C. Eldar
Z. Friedman
80
210
0
09 Feb 2012
Blind calibration for compressed sensing by convex optimization
Blind calibration for compressed sensing by convex optimization
Rémi Gribonval
G. Chardon
L. Daudet
77
72
0
30 Nov 2011

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