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1912.02938
Cited By
Lower Bounds for Compressed Sensing with Generative Models
6 December 2019
Akshay Kamath
Sushrut Karmalkar
Eric Price
GAN
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Papers citing
"Lower Bounds for Compressed Sensing with Generative Models"
13 / 13 papers shown
Title
Chasing Better Deep Image Priors between Over- and Under-parameterization
Qiming Wu
Xiaohan Chen
Yi Ding
Zhangyang Wang
105
1
0
31 Oct 2024
Adaptive Compressed Sensing with Diffusion-Based Posterior Sampling
Noam Elata
T. Michaeli
Michael Elad
DiffM
MedIm
60
9
0
11 Jul 2024
Source Localization of Graph Diffusion via Variational Autoencoders for Graph Inverse Problems
Chen Ling
Junji Jiang
Junxiang Wang
Liang Zhao
DiffM
90
47
0
24 Jun 2022
Score-Guided Intermediate Layer Optimization: Fast Langevin Mixing for Inverse Problems
Giannis Daras
Y. Dagan
A. Dimakis
C. Daskalakis
BDL
107
15
0
18 Jun 2022
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
Towards Sample-Optimal Compressive Phase Retrieval with Sparse and Generative Priors
Zhaoqiang Liu
Subhro Ghosh
Jonathan Scarlett
59
18
0
29 Jun 2021
Instance-Optimal Compressed Sensing via Posterior Sampling
A. Jalal
Sushrut Karmalkar
A. Dimakis
Eric Price
79
52
0
21 Jun 2021
Subspace Embeddings Under Nonlinear Transformations
Aarshvi Gajjar
Cameron Musco
57
5
0
05 Oct 2020
The Generalized Lasso with Nonlinear Observations and Generative Priors
Zhaoqiang Liu
Jonathan Scarlett
72
28
0
22 Jun 2020
Robust Compressed Sensing using Generative Models
A. Jalal
Liu Liu
A. Dimakis
Constantine Caramanis
96
41
0
16 Jun 2020
Deep Learning Techniques for Inverse Problems in Imaging
Greg Ongie
A. Jalal
Christopher A. Metzler
Richard G. Baraniuk
A. Dimakis
Rebecca Willett
125
537
0
12 May 2020
Sample Complexity Bounds for 1-bit Compressive Sensing and Binary Stable Embeddings with Generative Priors
Zhaoqiang Liu
S. Gomes
Avtansh Tiwari
Jonathan Scarlett
93
28
0
05 Feb 2020
Information-Theoretic Lower Bounds for Compressive Sensing with Generative Models
Zhaoqiang Liu
Jonathan Scarlett
110
41
0
28 Aug 2019
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