Publications by authors named "Justin Romberg"

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Leveraging sound speed dynamics and generative deep learning for ray-based ocean acoustic tomography.
Priyabrata Saha, Richard X Touret, Etienne Ollivier, Jihui Jin, Matthew McKinley, Justin Romberg

JASA Express Lett· April 2025

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A MEMS seismometer respiratory monitor for work of breathing assessment and adventitious lung sounds detection via deep learning.
Brian Sang, Haoran Wen, Greg Junek, Wendy Neveu, Lorenzo Di Francesco, Justin Romberg

Sci Rep· March 2025

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Level set methods for gradient-free optimization of metasurface arrays.
Alex Saad-Falcon, Christopher Howard, Justin Romberg, Kenneth Allen

Sci Rep· July 2024

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Machine learning approaches for ray-based ocean acoustic tomography.
Jihui Jin, Priyabrata Saha, Nicholas Durofchalk, Saibal Mukhopadhyay, Justin Romberg

J Acoust Soc Am· December 2022

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Data driven source localization using a library of nearby shipping sources of opportunity.
Nicholas C Durofchalk, Jihui Jin, Heriberto J Vazquez, Kay L Gemba, Justin Romberg

JASA Express Lett· December 2021

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STAN: spatio-temporal attention network for pandemic prediction using real-world evidence.
Junyi Gao, Rakshith Sharma, Cheng Qian, Lucas M Glass, Jeffrey Spaeder, Justin Romberg

J Am Med Inform Assoc· March 2021

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STAN: Spatio-Temporal Attention Network for Pandemic Prediction Using Real World Evidence.
Junyi Gao, Rakshith Sharma, Cheng Qian, Lucas M Glass, Jeffrey Spaeder, Justin Romberg

ArXiv· December 2020

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Blind deconvolution of sources of opportunity in ocean waveguides using bilinear channel models.
Ning Tian, Kiryung Lee, Justin Romberg, Nicholas Durofchalk, Karim Sabra

J Acoust Soc Am· October 2020

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Sparse Coding Using the Locally Competitive Algorithm on the TrueNorth Neurosynaptic System.
Kaitlin L Fair, Daniel R Mendat, Andreas G Andreou, Christopher J Rozell, Justin Romberg

Front Neurosci· July 2019

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Extracting the Principal Shape Components via Convex Programming.
Alireza Aghasi, Justin Romberg

IEEE Trans Image Process· July 2018

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Multichannel myopic deconvolution in underwater acoustic channels via low-rank recovery.
Ning Tian, Sung-Hoon Byun, Karim Sabra, Justin Romberg

J Acoust Soc Am· May 2017

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Inferring phage-bacteria infection networks from time-series data.
Luis F Jover, Justin Romberg, Joshua S Weitz

R Soc Open Sci· November 2016

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Terahertz time-gated spectral imaging for content extraction through layered structures.
Albert Redo-Sanchez, Barmak Heshmat, Alireza Aghasi, Salman Naqvi, Mingjie Zhang, Justin Romberg

Nat Commun· September 2016

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Passive ultrasonics using sub-Nyquist sampling of high-frequency thermal-mechanical noise.
Karim G Sabra, Justin Romberg, Shane Lani, F Levent Degertekin

J Acoust Soc Am· June 2014

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Round-robin multiple-source localization.
William Mantzel, Justin Romberg, Karim G Sabra

J Acoust Soc Am· January 2014

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Motion-adaptive spatio-temporal regularization for accelerated dynamic MRI.
M Salman Asif, Lei Hamilton, Marijn Brummer, Justin Romberg

Magn Reson Med· September 2013

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Convergence and rate analysis of neural networks for sparse approximation.
Aurèle Balavoine, Justin Romberg, Christopher J Rozell

IEEE Trans Neural Netw Learn Syst· September 2012

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Compressive matched-field processing.
William Mantzel, Justin Romberg, Karim Sabra

J Acoust Soc Am· July 2012

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Wavelet-domain approximation and compression of piecewise smooth images.
Michael B Wakin, Justin K Romberg, Hyeokho Choi, Richard G Baraniuk

IEEE Trans Image Process· May 2006

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