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1905.12576
Cited By
Global Guarantees for Blind Demodulation with Generative Priors
29 May 2019
Paul Hand
Babhru Joshi
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Papers citing
"Global Guarantees for Blind Demodulation with Generative Priors"
19 / 19 papers shown
Title
Towards Lensless Image Deblurring with Prior-Embedded Implicit Neural Representations in the Low-Data Regime
Abeer Banerjee
S. Singh
107
0
0
27 Nov 2024
Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning
Keying Kuang
Frances Dean
Jack B. Jedlicki
David Ouyang
Anthony Philippakis
David Sontag
Ahmed M. Alaa
SyDa
PINN
80
2
0
29 Feb 2024
QCM-SGM+: Improved Quantized Compressed Sensing With Score-Based Generative Models
Xiangming Meng
Y. Kabashima
128
1
0
02 Feb 2023
Diffusion Model Based Posterior Sampling for Noisy Linear Inverse Problems
Xiangming Meng
Y. Kabashima
DiffM
134
54
0
20 Nov 2022
Quantized Compressed Sensing with Score-based Generative Models
Xiangming Meng
Y. Kabashima
DiffM
103
12
0
02 Nov 2022
A coherence parameter characterizing generative compressed sensing with Fourier measurements
Aaron Berk
Simone Brugiapaglia
Babhru Joshi
Y. Plan
Matthew Scott
Özgür Yilmaz
97
7
0
19 Jul 2022
Signal Recovery with Non-Expansive Generative Network Priors
Jorio Cocola
61
1
0
24 Apr 2022
Robust 1-bit Compressive Sensing with Partial Gaussian Circulant Matrices and Generative Priors
Zhaoqiang Liu
Subhro Ghosh
J. Han
Jonathan Scarlett
63
8
0
08 Aug 2021
Robust Compressed Sensing MRI with Deep Generative Priors
A. Jalal
Marius Arvinte
Giannis Daras
Eric Price
A. Dimakis
Jonathan I. Tamir
MedIm
104
339
0
03 Aug 2021
Instance-Optimal Compressed Sensing via Posterior Sampling
A. Jalal
Sushrut Karmalkar
A. Dimakis
Eric Price
79
52
0
21 Jun 2021
Optimal Sample Complexity of Subgradient Descent for Amplitude Flow via Non-Lipschitz Matrix Concentration
Paul Hand
Oscar Leong
V. Voroninski
59
1
0
31 Oct 2020
Compressive Phase Retrieval: Optimal Sample Complexity with Deep Generative Priors
Paul Hand
Oscar Leong
V. Voroninski
66
7
0
24 Aug 2020
Generative Patch Priors for Practical Compressive Image Recovery
Rushil Anirudh
Suhas Lohit
Pavan Turaga
GAN
114
4
0
18 Jun 2020
Robust Compressed Sensing using Generative Models
A. Jalal
Liu Liu
A. Dimakis
Constantine Caramanis
96
41
0
16 Jun 2020
Nonasymptotic Guarantees for Spiked Matrix Recovery with Generative Priors
Jorio Cocola
Paul Hand
V. Voroninski
103
4
0
14 Jun 2020
Deep Learning Techniques for Inverse Problems in Imaging
Greg Ongie
A. Jalal
Christopher A. Metzler
Richard G. Baraniuk
A. Dimakis
Rebecca Willett
122
537
0
12 May 2020
Deep S
3
^3
3
PR: Simultaneous Source Separation and Phase Retrieval Using Deep Generative Models
Christopher A. Metzler
Gordon Wetzstein
82
11
0
14 Feb 2020
Sub-Gaussian Matrices on Sets: Optimal Tail Dependence and Applications
Halyun Jeong
Xiaowei Li
Y. Plan
Özgür Yilmaz
70
18
0
28 Jan 2020
Low Shot Learning with Untrained Neural Networks for Imaging Inverse Problems
Oscar Leong
W. Sakla
GAN
66
7
0
23 Oct 2019
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