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

Lawrence Carin

Katherine A. Heller

ArXiv (abs)PDF HTML

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 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 Ankit Raj Yuqi Li Y. Bresler 41 6 0 26 Feb 2019
Fast Compressive Sensing Recovery Using Generative Models with Structured Latent Variables Shaojie Xu Sihan Zeng Justin Romberg GAN DiffM 85 16 0 19 Feb 2019
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 Xinyuan Zhang Xin Yuan Lawrence Carin 61 28 0 19 Mar 2018
InverseNet: Solving Inverse Problems with Splitting Networks Kai Fan Qinglai Wei Wenlin Wang Amit Chakraborty Katherine A. Heller 71 8 0 01 Dec 2017