Sotabase

Career

· Sr Data Science Visualization Research, Dolby Laboratories (Current)2024–
· Research Software Engineer Intern, Facebook2020–2020
· Software Engineer Intern, Systems & Technology Research2019–2019
· Graduate Research Assistant, Georgia Institute of Technology2018–2024
· Research Scientist, Signetron Inc2016–2017
· Special Research Student, Media Integrated Communication Lab (Babaguchi Lab)2015–2015
· Researcher, Swarm Lab2013–2014

Publications (17)

Machine learning approaches for ray-based ocean acoustic tomography.
Journal of the Acoustical Society of America · 2022
12
cited
Data driven source localization using a library of nearby shipping sources of opportunity.
JASA Express Letters · 2021
11
cited
Performance study of ray-based ocean acoustic tomography methods for estimating submesoscale variability in the upper ocean.
Journal of the Acoustical Society of America · 2024
6
cited
Point Cloud Based Approach to Stem Width Extraction of Sorghum
Computational Imaging · 2017
5
cited
Loop Unrolled Shallow Equilibrium Regularizer (LUSER) - A Memory-Efficient Inverse Problem Solver
arXiv.org · 2022
4
cited
Top Down Approach to Height Histogram Estimation of Biomass Sorghum in the Field
Computational Imaging · 2018
4
cited
Leveraging sound speed dynamics and generative deep learning for ray-based ocean acoustic tomography.
JASA Express Letters · 2025
3
cited
PETAL: Physics Emulation Through Averaged Linearizations for Solving Inverse Problems
Neural Information Processing Systems · 2023
3
cited
The Picasso Algorithm for Bayesian Localization Via Paired Comparisons in a Union of Subspaces Model
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2020
1
cited
Data-driven approaches for ray-based ocean acoustic tomography
Journal of the Acoustical Society of America · 2021
Data-driven source localization using shipping sources of opportunity
2020
Delta Distancing: A Lifting Approach to Localizing Items from User Comparisons
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2022
Incorporating Higher Order Constraints for Training Surrogate Models to Solve Inverse Problems
2022
On the use of machine learning for ray-based ocean acoustic tomography
Journal of the Acoustical Society of America · 2022
The neural adjoint method and its application to sound speed learning
Journal of the Acoustical Society of America · 2021
Using a library of shipping sources for data-driven localization of nearby sources
Journal of the Acoustical Society of America · 2021
Sotabase
Jihui Jin | Researcher Profile | Sotabase | Sotabase