Efficient and accurate inversion of multiple scattering with deep
learning

Efficient and accurate inversion of multiple scattering with deep learning

18 March 2018

Ulugbek S. Kamilov

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

15 / 15 papers shown

Title
Theory-guided Pseudo-spectral Full Waveform Inversion via Deep Neural Networks Christopher Zerafa Pauline Galea Cristiana Sebu 57 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 18 3 0 11 Apr 2024
Online Deep Equilibrium Learning for Regularization by Denoising Jiaming Liu Xiaojian Xu Weijie Gan S. Shoushtari Ulugbek S. Kamilov 31 26 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 L. Tian Ulugbek Kamilov 11 78 0 27 Nov 2021
Revisit Geophysical Imaging in A New View of Physics-informed Generative Adversarial Learning Fangshu Yang Jianwei Ma 15 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 15 30 0 22 Jan 2021
Joint Reconstruction and Calibration using Regularization by Denoising Mingyang Xie Yu Sun Jiaming Liu B. Wohlberg Ulugbek S. Kamilov 14 10 0 26 Nov 2020
Limited-angle tomographic reconstruction of dense layered objects by dynamical machine learning Iksung Kang A. Goy George Barbastathis AI4CE 19 19 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 11 518 0 12 May 2020
Deep Learning for Biomedical Image Reconstruction: A Survey Hanene Ben Yedder Ben Cardoen Ghassan Hamarneh MedIm 3DV 14 92 0 26 Feb 2020
Noise2Inverse: Self-supervised deep convolutional denoising for tomography A. Hendriksen D. Pelt K. Batenburg SupR 14 14 0 31 Jan 2020
Explainable Machine Learning for Scientific Insights and Discoveries R. Roscher B. Bohn Marco F. Duarte Jochen Garcke XAI 15 659 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 11 17 0 13 May 2019
Image Restoration using Total Variation Regularized Deep Image Prior Jiaming Liu Yu Sun Xiaojian Xu Ulugbek S. Kamilov 14 175 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 11 2 0 20 Jun 2018