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Provable Compressed Sensing with Generative Priors via Langevin Dynamics

Provable Compressed Sensing with Generative Priors via Langevin Dynamics

25 February 2021
Thanh V. Nguyen
Gauri Jagatap
C. Hegde
    GAN
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Papers citing "Provable Compressed Sensing with Generative Priors via Langevin Dynamics"

4 / 4 papers shown
Title
Misspecified Phase Retrieval with Generative Priors
Misspecified Phase Retrieval with Generative Priors
Zhaoqiang Liu
Xinshao Wang
Jiulong Liu
38
4
0
11 Oct 2022
Score-Guided Intermediate Layer Optimization: Fast Langevin Mixing for
  Inverse Problems
Score-Guided Intermediate Layer Optimization: Fast Langevin Mixing for Inverse Problems
Giannis Daras
Y. Dagan
A. Dimakis
C. Daskalakis
BDL
31
15
0
18 Jun 2022
Faster Convergence of Stochastic Gradient Langevin Dynamics for
  Non-Log-Concave Sampling
Faster Convergence of Stochastic Gradient Langevin Dynamics for Non-Log-Concave Sampling
Difan Zou
Pan Xu
Quanquan Gu
38
35
0
19 Oct 2020
Solving Inverse Problems with a Flow-based Noise Model
Solving Inverse Problems with a Flow-based Noise Model
Jay Whang
Qi Lei
A. Dimakis
61
36
0
18 Mar 2020
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