Efficient Sum of Outer Products Dictionary Learning (SOUP-DIL) and Its
Application to Inverse Problems

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Efficient Sum of Outer Products Dictionary Learning (SOUP-DIL) and Its Application to Inverse Problems

19 November 2015

Jeffrey A. Fessler

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Papers citing "Efficient Sum of Outer Products Dictionary Learning (SOUP-DIL) and Its Application to Inverse Problems"

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Title
Adaptive Local Neighborhood-based Neural Networks for MR Image Reconstruction from Undersampled Data Shijun Liang Anish Lahiri S. Ravishankar 70 3 0 01 Jun 2022
Model-based Reconstruction with Learning: From Unsupervised to Supervised and Beyond Zhishen Huang Siqi Ye Michael T. McCann S. Ravishankar MedIm 51 10 0 26 Mar 2021
Wasserstein GANs for MR Imaging: from Paired to Unpaired Training Ke Lei Morteza Mardani John M. Pauly S. Vasanawala GAN MedIm 118 65 0 15 Oct 2019
Image Reconstruction: From Sparsity to Data-adaptive Methods and Machine Learning S. Ravishankar J. C. Ye Jeffrey A. Fessler 130 245 0 04 Apr 2019
Transform Learning for Magnetic Resonance Image Reconstruction: From Model-based Learning to Building Neural Networks Bihan Wen S. Ravishankar L. Pfister Y. Bresler MedIm 86 64 0 25 Mar 2019
Learning Multi-Layer Transform Models S. Ravishankar B. Wohlberg MedIm 51 12 0 19 Oct 2018
Online Adaptive Image Reconstruction (OnAIR) Using Dictionary Models Brian E. Moore S. Ravishankar R. Nadakuditi Jeffrey A. Fessler 81 9 0 06 Sep 2018
Analysis of Fast Alternating Minimization for Structured Dictionary Learning S. Ravishankar A. Ma Deanna Needell 26 0 0 01 Feb 2018
CNN-Based Projected Gradient Descent for Consistent Image Reconstruction Harshit Gupta Kyong Hwan Jin H. Nguyen Michael T. McCann M. Unser 3DV 123 368 0 06 Sep 2017
Convolutional Dictionary Learning: Acceleration and Convergence Il Yong Chun Jeffrey A. Fessler 96 94 0 03 Jul 2017
Low-rank and Adaptive Sparse Signal (LASSI) Models for Highly Accelerated Dynamic Imaging S. Ravishankar Brian E. Moore R. Nadakuditi Jeffrey A. Fessler 83 71 0 13 Nov 2016