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Michael J. Bianco
Michael J. Bianco
Verified email at ucsd.edu - Homepage
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Year
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
4532019
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
4262019
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
922018
Dictionary learning of sound speed profiles
M Bianco, P Gerstoft
The Journal of the Acoustical Society of America 141 (3), 1749-1758, 2017
532017
Travel time tomography with adaptive dictionaries
MJ Bianco, P Gerstoft
IEEE Transactions on Computational Imaging 4 (4), 499-511, 2018
522018
Unsupervised deep clustering of seismic data: Monitoring the Ross Ice Shelf, Antarctica
WF Jenkins, P Gerstoft, MJ Bianco, PD Bromirski
Journal of Geophysical Research: Solid Earth 126 (9), e2021JB021716, 2021
362021
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
352021
High-resolution seismic tomography of Long Beach, CA using machine learning
MJ Bianco, P Gerstoft, KB Olsen, FC Lin
Scientific reports 9 (1), 14987, 2019
352019
Compressive acoustic sound speed profile estimation
M Bianco, P Gerstoft
The Journal of the Acoustical Society of America 139 (3), EL90-EL94, 2016
322016
Semi-supervised source localization in reverberant environments with deep generative modeling
MJ Bianco, S Gannot, E Fernandez-Grande, P Gerstoft
IEEE Access 9, 84956-84970, 2021
262021
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
252020
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
202021
Audio scene monitoring using redundant ad hoc microphone array networks
P Gerstoft, Y Hu, MJ Bianco, C Patil, A Alegre, Y Freund, F Grondin
IEEE Internet of Things Journal 9 (6), 4259-4268, 2021
102021
Automated partial differential equation identification
R Liu, MJ Bianco, P Gerstoft
The Journal of the Acoustical Society of America 150 (4), 2364-2374, 2021
72021
High‐resolution imaging of complex shallow fault zones along the July 2019 Ridgecrest ruptures
Z Zhou, M Bianco, P Gerstoft, K Olsen
Geophysical Research Letters 49 (1), e2021GL095024, 2022
62022
Collaborative similarity metric learning for face recognition in the wild
B Gundogdu, MJ Bianco
IET Image Processing 14 (9), 1759-1768, 2020
62020
Wave equation extraction from a video using sparse modeling
R Liu, MJ Bianco, P Gerstoft
2019 53rd Asilomar Conference on Signals, Systems, and Computers, 2160-2165, 2019
62019
Data-driven spatially dependent PDE identification
R Liu, MJ Bianco, P Gerstoft, BD Rao
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
42022
Regularization of geophysical inversion using dictionary learning
M Bianco, P Gerstoft
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
42017
Blind source separation by long-term monitoring: A variational autoencoder to validate the clustering analysis
D De Salvio, MJ Bianco, P Gerstoft, D D'Orazio, M Garai
The Journal of the Acoustical Society of America 153 (1), 738-750, 2023
32023
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