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An inner-loop free solution to inverse problems using deep neural
  networks
v1v2v3 (latest)

An inner-loop free solution to inverse problems using deep neural networks

6 September 2017
Qinglai Wei
Kai Fan
Lawrence Carin
Katherine A. Heller
ArXiv (abs)PDFHTML

Papers citing "An inner-loop free solution to inverse problems using deep neural networks"

6 / 6 papers shown
Title
Deep learning architectures for nonlinear operator functions and
  nonlinear inverse problems
Deep learning architectures for nonlinear operator functions and nonlinear inverse problems
Maarten V. de Hoop
Matti Lassas
C. Wong
78
26
0
23 Dec 2019
GAN-based Projector for Faster Recovery with Convergence Guarantees in
  Linear Inverse Problems
GAN-based Projector for Faster Recovery with Convergence Guarantees in Linear Inverse Problems
Ankit Raj
Yuqi Li
Y. Bresler
41
6
0
26 Feb 2019
Fast Compressive Sensing Recovery Using Generative Models with
  Structured Latent Variables
Fast Compressive Sensing Recovery Using Generative Models with Structured Latent Variables
Shaojie Xu
Sihan Zeng
Justin Romberg
GANDiffM
85
16
0
19 Feb 2019
Reconstruction of 3-D Atomic Distortions from Electron Microscopy with
  Deep Learning
Reconstruction of 3-D Atomic Distortions from Electron Microscopy with Deep Learning
N. Laanait
Qian He
A. Borisevich
41
8
0
19 Feb 2019
Nonlocal Low-Rank Tensor Factor Analysis for Image Restoration
Nonlocal Low-Rank Tensor Factor Analysis for Image Restoration
Xinyuan Zhang
Xin Yuan
Lawrence Carin
61
28
0
19 Mar 2018
InverseNet: Solving Inverse Problems with Splitting Networks
InverseNet: Solving Inverse Problems with Splitting Networks
Kai Fan
Qinglai Wei
Wenlin Wang
Amit Chakraborty
Katherine A. Heller
71
8
0
01 Dec 2017
1