Variational Bayesian Imaging with an Efficient Surrogate Score-based Prior
B.T. Feng, K.L. Bouman, W.T. Freeman
Transactions on Machine Learning (TMLR), 2024
Imaging an Evolving Black Hole by Leveraging Shared Structure
Y.Y. Lin, A.F. Gao, K.L. Bouman
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024
First Sagittarius A* Event Horizon Telescope Results. VII. Polarization of the Ring
The Event Horizon Telescope Collaboration, et al.
The Astrophysical Journal Letters, 964, L25, 2024
The Persistent Shadow of the Supermassive Black Hole of M87 I. Observations, Calibration, Imaging and Analysis
The Event Horizon Telescope Collaboration, et al.
The Astrophysical Journal, 788(2), 120, 2024
Gaussian process regression as a surrogate model for the computation of dispersion relations
A.C. Ogren, B.T. Feng, K.L. Bouman, C. Daraio
Computer Methods in Applied Mechanics and Engineering, Volume 420, 116661, 2024
Score-Based Diffusion Models as Principled Priors for Inverse Imaging
B.T. Feng, J. Smith, M. Rubinstein, H. Chang, K.L. Bouman, W.T. Freeman
IEEE/CVF International Conference on Computer Vision (ICCV), 2023
Discovering Structure From Corruption for Unsupervised Image Reconstruction
O. Leong*, A.F. Gao*, H. Sun, and K.L. Bouman
IEEE Transactions on Computational Imaging, 2023
Image Reconstruction without Explicit Priors
A.F. Gao, O. Leong, H. Sun, and K.L. Bouman
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
First Sagittarius A* Event Horizon Telescope Results. I. The Shadow of the Supermassive Black Hole in the Center of the Milky Way
The Event Horizon Telescope Collaboration, et al.
The Astrophysical Journal Letters, 930, L12, 2022
First Sagittarius A*; Event Horizon Telescope Results. II. EHT and Multiwavelength Observations, Data Processing, and Calibration
The Event Horizon Telescope Collaboration, et al.
The Astrophysical Journal Letters, 930, L12, 2022
First Sagittarius A* Event Horizon Telescope Results. III. Imaging of the Galactic Center Supermassive Black Hole
The Event Horizon Telescope Collaboration, et al. (K.L. Bouman was a Paper Coordinator)
The Astrophysical Journal Letters, 930, L12, 2022
First Sagittarius A* Event Horizon Telescope Results. IV. Variability, Morphology, and Black Hole Mass
The Event Horizon Telescope Collaboration, et al.
The Astrophysical Journal Letters, 930, L12, 2022
First Sagittarius A* Event Horizon Telescope Results. V. Testing Astrophysical Models of the Galactic Center Black Hole
The Event Horizon Telescope Collaboration, et al.
The Astrophysical Journal Letters, 930, L12, 2022
First Sagittarius A* Event Horizon Telescope Results. VI. Testing the Black Hole Metric
The Event Horizon Telescope Collaboration, et al.
The Astrophysical Journal Letters, 930, L12, 2022
alpha-Deep Probabilistic Inference (alpha-DPI): Efficient Uncertainty Quantification from Exoplanet Astrometry to Black Hole Feature Extraction
H. Sun, K.L. Bouman, P. Tiede, J.J. Wang, S. Blunt, D. Mawet
The Astrophysical Journal (ApJ), 2022
Deep Radio Interferometric Imaging with POLISH: DSA-2000 and weak lensing
L. Connor, K.L. Bouman, V. Ravi, G. Hallinan
Monthly Notices of the Royal Astronomical Society Main Journal, 2022
Visual Vibration Tomography: Estimating Interior Material Properties from Monocular Video
B.T. Feng, A.C. Ogren, C. Daraio, K.L. Bouman
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022 (Oral)
Gravitationally Lensed Black Hole Emission Tomography
A. Levis, P.P. Srinivasan, A.A. Chael, R. Ng, K.L. Bouman
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
Self-Supervised Online Learning for Safety-Critical Control using Stereo Vision
R.K. Cosner, I.D. Jimenez Rodriguez, T.G. Molnar, W. Ubellacker, Y. Yue, A.D. Ames, K.L. Bouman
39th International Conference on Robotics and Automation (ICRA), 2022
DeepGEM: Generalized Expectation-Maximization for Blind Inversion
A.F. Gao, J.C. Castellanos, Y Yue, Z.E. Ross, K.L. Bouman
35th Conference on Neural Information Processing Systems (NeurIPS), 2021
End-to-End Sequential Sampling and Reconstruction for MR Imaging
T. Yin*, Z. Wu*, H. Sun, A.V. Dalca, Y. Yue, and K.L. Bouman (* equal contribution)
Machine Learning for Health (ML4H), 2021 (Best Paper)
Inference of Black Hole Fluid-Dynamics from Sparse Interferometric Measurements
A. Levis, D. Lee, J.A. Tropp, C.F. Gammie, K.L. Bouman
Proceedings of the IEEE International Conference on Computer Vision (ICCV), 2021
Measurement-Robust Control Barrier Functions: Certainty in Safety with Uncertainty in State
R.K. Cosner, A.W. Singletary, A.J. Taylor, T.G. Molnar, K.L. Bouman, A.D. Ames
Proceedings of the International Conference on Intelligent Robots and Systems (IROS), 2021
Event Horizon Telescope observations of the jet launching and collimation in Centaurus A
M. Janssen, H. Falcke, M. Kadler, E. Ros, M. Wielgus, K. Akiyama, M. Baloković, L. Blackburn, K.L. Bouman, A. Chael, C. Chan, K. Chatterjee, J. Davelaar, P.G. Edwards, C.M. Fromm, J.L. Gómez, C. Goddi, S. Issaoun, M.D. Johnson, J. Kim, Jun Yi Koay, T.P. Krichbaum, J. Liu, E. Liuzzo, S. Markoff, A. Markowitz, D.P. Marrone, Y. Mizuno, C. Müller, C. Ni, D.W. Pesce, V. Ramakrishnan, F. Roelofs, K.L.J. Rygl, I. van Bemmel, and the Event Horizon Telescope Collaboration
Nature Astronomy, 2021
Event Horizon Telescope observations of the jet launching and collimation in Centaurus A
M. Janssen, H. Falcke, M. Kadler, E. Ros, M. Wielgus, K. Akiyama, M. Baloković, L. Blackburn, K.L. Bouman, A. Chael, C. Chan, K. Chatterjee, J. Davelaar, P.G. Edwards, C.M. Fromm, J.L. Gómez, C. Goddi, S. Issaoun, M.D. Johnson, J. Kim, Jun Yi Koay, T.P. Krichbaum, J. Liu, E. Liuzzo, S. Markoff, A. Markowitz, D.P. Marrone, Y. Mizuno, C. Müller, C. Ni, D.W. Pesce, V. Ramakrishnan, F. Roelofs, K.L.J. Rygl, I. van Bemmel, and the Event Horizon Telescope Collaboration
Nature Astronomy, 2021
Wind speed inference from environmental flow-structure interactions
J. Cardona, K.L. Bouman, J. Dabiri
Flow, 2021
Deep Probabilistic Imaging: Uncertainty Quantification and Multi-modal Solution Characterization for Computational Imaging
H. Sun, K.L. Bouman
AAAI, 2020
Learning a Probabilistic Strategy for Computational Imaging Sensor Selection
H. Sun, A.V. Dalca, K.L. Bouman
Proceedings of the International Conference on Computational Photography (ICCP), 2020
First M87 Event Horizon Telescope Results. VII. Polarization of the Ring
The Event Horizon Telescope Collaboration, et al.
The Astrophysical Journal Letters, 2021
First M87 Event Horizon Telescope Results. VIII. Magnetic Field Structure near The Event Horizon
The Event Horizon Telescope Collaboration, et al.
The Astrophysical Journal Letters, 2021
Event Horizon Telescope imaging of the archetypal blazar 3C 279 at an extreme 20 microarcsecond resolution
J.Y. Kim, T.P. Krichbaum, A.E. Broderick, M. Wielgus, L. Blackburn, J.L Gomez, M.D. Johnson, K.L. Bouman, A. Chael, K. Akiyama, S. Jorstad, A.P. Marscher, S. Issaoun, M. Janssen, C.K. Chan, T. Savolainen, D. Pesce, F. Ozel, and the Event Horizon Telescope Collaboration
Astronomy & Astrophysics, 2020
SYMBA: An end-to-end VLBI synthetic data generation pipeline
J.Y. Kim, T.P. Krichbaum, A.E. Broderick, M. Wielgus, L. Blackburn, J.L Gomez, M.D. Johnson, K.L. Bouman, A. Chael, K. Akiyama, S. Jorstad, A.P. Marscher, S. Issaoun, M. Janssen, C.K. Chan, T. Savolainen, D. Pesce, F. Ozel, and the Event Horizon Telescope Collaboration
Astronomy & Astrophysics, 2020
EHT-HOPS pipeline for millimeter VLBI data reduction
L. Blackburn, C. Chan, G.B. Crew, V.L. Fish, S. Issaoun, M.D. Johnson, M. Wielgus, K. Akiyama, J. Barrett, K.L. Bouman, R. Cappallo, A.A. Chael, M. Janssen, C.J. Lonsdale, S.S. Doeleman
The Astrophysical Journal Letters, 2019
Metrics and Motivations for Earth-Space VLBI: Time-Resolving Sgr A* with the Event Horizon Telescope
D.C.M. Palumbo, S.S Doeleman, M.D. Johnson, K.L. Bouman, A.A. Chael
The Astrophysical Journal Letters, 2019
First M87 Event Horizon Telescope Results. IV. Imaging the Central Supermassive Black Hole
The Event Horizon Telescope Collaboration, et al. (K.L. Bouman was a Paper Coordinator)
The Astrophysical Journal Letters, 2019
First M87 Event Horizon Telescope Results. I. The Shadow of the Supermassive Black Hole
The Event Horizon Telescope Collaboration, et al.
The Astrophysical Journal Letters, 2019
First M87 Event Horizon Telescope Results. II. Array and Instrumentation
The Event Horizon Telescope Collaboration, et al.
The Astrophysical Journal Letters, 2019
First M87 Event Horizon Telescope Results. III. Data Processing and Calibration
The Event Horizon Telescope Collaboration, et al.
The Astrophysical Journal Letters, 2019
First M87 Event Horizon Telescope Results. V. Physical Origin of the Asymmetric Ring
The Event Horizon Telescope Collaboration, et al.
The Astrophysical Journal Letters, 2019
First M87 Event Horizon Telescope Results. VI. The Shadow and Mass of the Central Black Hole
The Event Horizon Telescope Collaboration, et al.
The Astrophysical Journal Letters, 2019