Michael J. Bianco
Michael J. Bianco
Verified email at ucsd.edu - Homepage
Title
Cited by
Cited by
Year
Machine learning in seismology: Turning data into insights
Q Kong, DT Trugman, ZE Ross, MJ Bianco, BJ Meade, P Gerstoft
Seismological Research Letters 90 (1), 3-14, 2019
1502019
Machine learning in acoustics: Theory and applications
MJ Bianco, P Gerstoft, J Traer, E Ozanich, MA Roch, S Gannot, ...
The Journal of the Acoustical Society of America 146 (5), 3590-3628, 2019
1052019
Introduction to compressive sensing in acoustics
P Gerstoft, CF Mecklenbräuker, W Seong, M Bianco
The Journal of the Acoustical Society of America 143 (6), 3731-3736, 2018
432018
Travel time tomography with adaptive dictionaries
MJ Bianco, P Gerstoft
IEEE Transactions on Computational Imaging 4 (4), 499-511, 2018
27*2018
Dictionary learning of sound speed profiles
M Bianco, P Gerstoft
The Journal of the Acoustical Society of America 141 (3), 1749-1758, 2017
232017
Compressive acoustic sound speed profile estimation
M Bianco, P Gerstoft
The Journal of the Acoustical Society of America 139 (3), EL90-EL94, 2016
202016
High-resolution seismic tomography of Long Beach, CA using machine learning
MJ Bianco, P Gerstoft, KB Olsen, FC Lin
Scientific reports 9 (1), 1-11, 2019
92019
Semi-supervised source localization with deep generative modeling
MJ Bianco, S Gannot, P Gerstoft
2020 IEEE 30th International Workshop on Machine Learning for Signal …, 2020
62020
Regularization of geophysical inversion using dictionary learning
M Bianco, P Gerstoft
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
42017
Deep clustering to identify sources of urban seismic noise in Long Beach, California
D Snover, CW Johnson, MJ Bianco, P Gerstoft
Seismological Society of America 92 (2A), 1011-1022, 2021
22021
Semi-supervised source localization in reverberant environments with deep generative modeling
MJ Bianco, S Gannot, E Fernandez-Grande, P Gerstoft
arXiv preprint arXiv:2101.10636, 2021
12021
Unsupervised deep clustering of seismic data: Monitoring the Ross Ice Shelf, Antarctica
WF Jenkins, P Gerstoft, M Bianco, PD Bromirski
12021
Collaborative similarity metric learning for face recognition in the wild
B Gundogdu, MJ Bianco
IET Image Processing 14 (9), 1759-1768, 2020
12020
Unsupervised machine learning for acoustic tomography and event detection
MJ Bianco, P Gerstoft
The Journal of the Acoustical Society of America 146 (4), 2845-2845, 2019
12019
SSLIDE: Sound Source Localization for Indoors Based on Deep Learning
Y Wu, R Ayyalasomayajula, MJ Bianco, D Bharadia, P Gerstoft
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
2021
Audio scene monitoring using redundant un-localized microphone arrays
P Gerstoft, Y Hu, C Patil, A Alegre, MJ Bianco, Y Freund, F Grondin
arXiv preprint arXiv:2103.01830, 2021
2021
Machine Learning-Based Tomography of the Ridgecrest Region
Z Zhou, P Gerstoft, MJ Bianco, KB Olsen
AGU Fall Meeting Abstracts 2020, S053-0008, 2020
2020
Blind Sound Source Localization based on Deep Learning
Y Wu, R Ayyalasomayajula, MJ Bianco, D Bharadia, P Gerstoft
arXiv preprint arXiv:2010.14420, 2020
2020
Semi-supervised source localization in reverberant environments using deep generative modeling
MJ Bianco, S Gannot, E Fernandez-Grande, P Gerstoft
The Journal of the Acoustical Society of America 148 (4), 2662-2662, 2020
2020
Urban Seismic Noise Classification using Dense Array Data
DB Snover, CW Johnson, MJ Bianco, P Gerstoft
AGU Fall Meeting Abstracts 2019, S13A-05, 2019
2019
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