Efficient and accurate inversion of multiple scattering with deep
learning

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Efficient and accurate inversion of multiple scattering with deep learning

18 March 2018

Ulugbek S. Kamilov

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Papers citing "Efficient and accurate inversion of multiple scattering with deep learning"

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Title
Neural Inverse Scattering with Score-based Regularization Yuan Gao Wenhan Guo Yu Sun 47 0 0 20 May 2025
Theory-guided Pseudo-spectral Full Waveform Inversion via Deep Neural Networks Christopher Zerafa Pauline Galea Cristiana Sebu 221 0 0 24 Feb 2025
WaveMo: Learning Wavefront Modulations to See Through Scattering Mingyang Xie Haiyun Guo Brandon Yushan Feng Lingbo Jin Ashok Veeraraghavan Christopher A. Metzler 79 5 0 11 Apr 2024
Online Deep Equilibrium Learning for Regularization by Denoising Jiaming Liu Xiaojian Xu Weijie Gan Shirin Shoushtari Ulugbek S. Kamilov 139 28 0 25 May 2022
$Recovery of Continuous 3D Refractive Index Maps from Discrete Intensity-Only Measurements using Neural Fields$ Recovery of Continuous 3D Refractive Index Maps from Discrete Intensity-Only Measurements using Neural Fields Renhao Liu Yu Sun Jiabei Zhu Lei Tian Ulugbek Kamilov 120 92 0 27 Nov 2021
Revisit Geophysical Imaging in A New View of Physics-informed Generative Adversarial Learning Fangshu Yang Jianwei Ma 104 8 0 23 Sep 2021
SGD-Net: Efficient Model-Based Deep Learning with Theoretical Guarantees Jiaming Liu Yu Sun Weijie Gan Xiaojian Xu B. Wohlberg Ulugbek S. Kamilov FedML MedIm 115 31 0 22 Jan 2021
Joint Reconstruction and Calibration using Regularization by Denoising Mingyang Xie Yu Sun Jiaming Liu B. Wohlberg Ulugbek S. Kamilov 113 10 0 26 Nov 2020
Limited-angle tomographic reconstruction of dense layered objects by dynamical machine learning Iksung Kang A. Goy George Barbastathis AI4CE 59 20 0 21 Jul 2020
Deep Learning Techniques for Inverse Problems in Imaging Greg Ongie A. Jalal Christopher A. Metzler Richard G. Baraniuk A. Dimakis Rebecca Willett 233 562 0 12 May 2020
Deep Learning for Biomedical Image Reconstruction: A Survey Hanene Ben Yedder Ben Cardoen Ghassan Hamarneh MedIm 3DV 141 101 0 26 Feb 2020
Noise2Inverse: Self-supervised deep convolutional denoising for tomography A. Hendriksen D. Pelt K. Batenburg SupR 96 14 0 31 Jan 2020
Explainable Machine Learning for Scientific Insights and Discoveries R. Roscher B. Bohn Marco F. Duarte Jochen Garcke XAI 195 706 0 21 May 2019
Programming multi-level quantum gates in disordered computing reservoirs via machine learning and TensorFlow G. Marcucci D. Pierangeli P. Pinkse M. Malik Claudio Conti AI4CE 61 17 0 13 May 2019
Image Restoration using Total Variation Regularized Deep Image Prior Jiaming Liu Yu Sun Xiaojian Xu Ulugbek S. Kamilov 142 186 0 30 Oct 2018
$Stability of Scattering Decoder For Nonlinear Diffractive Imaging$ Stability of Scattering Decoder For Nonlinear Diffractive Imaging Yu Sun Ulugbek S. Kamilov 70 2 0 20 Jun 2018