default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDKatherine L. Bouman
Person information
- affiliation: California Institute of Technology, Pasadena, CA, USA
- affiliation: Massachusetts Institute of Technology (MIT), CSAIL, Cambridge, MA, USA
- affiliation: University of Michigan, Department of Electrical Engineering and Computer Science, Ann Arbor, MI, USA
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
[j8]Zihui Wu
, Tianwei Yin, Yu Sun, Robert Frost, André J. W. van der Kouwe, Adrian V. Dalca, Katherine L. Bouman:
Learning Task-Specific Strategies for Accelerated MRI. IEEE Trans. Computational Imaging 10: 1040-1054 (2024)- [j7]Yu Sun, Zihui Wu, Yifan Chen, Berthy T. Feng, Katherine L. Bouman:
Provable Probabilistic Imaging Using Score-Based Generative Priors. IEEE Trans. Computational Imaging 10: 1290-1305 (2024) - [c22]Sreemanti Dey, Snigdha Saha, Berthy T. Feng, Manxiu Cui, Laure Delisle, Oscar Leong, Lihong V. Wang, Katherine L. Bouman:
Score-based Diffusion Models for Photoacoustic Tomography Image Reconstruction. ICASSP 2024: 2470-2474 - [c21]Yvette Y. Lin, Angela F. Gao, Katherine L. Bouman:
Imaging An Evolving Black Hole By Leveraging Shared Structure. ICASSP 2024: 2475-2479 - [i27]Sreemanti Dey, Snigdha Saha, Berthy T. Feng, Manxiu Cui, Laure Delisle, Oscar Leong, Lihong V. Wang, Katherine L. Bouman:
Score-Based Diffusion Models for Photoacoustic Tomography Image Reconstruction. CoRR abs/2404.00471 (2024) - [i26]Zihui Wu, Yu Sun, Yifan Chen, Bingliang Zhang, Yisong Yue, Katherine L. Bouman:
Principled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors. CoRR abs/2405.18782 (2024) - [i25]Berthy T. Feng, Katherine L. Bouman, William T. Freeman:
Event-horizon-scale Imaging of M87* under Different Assumptions via Deep Generative Image Priors. CoRR abs/2406.02785 (2024) - [i24]Berthy T. Feng, Ricardo Baptista, Katherine L. Bouman:
Neural Approximate Mirror Maps for Constrained Diffusion Models. CoRR abs/2406.12816 (2024) - 2023
- [j6]Oscar Leong, Angela F. Gao, He Sun, Katherine L. Bouman:
Discovering Structure From Corruption for Unsupervised Image Reconstruction. IEEE Trans. Computational Imaging 9: 992-1005 (2023) - [c20]Angela F. Gao, Oscar Leong, He Sun, Katherine L. Bouman:
Image Reconstruction without Explicit Priors. ICASSP 2023: 1-5 - [c19]Berthy T. Feng, Jamie Smith, Michael Rubinstein, Huiwen Chang, Katherine L. Bouman, William T. Freeman:
Score-Based Diffusion Models as Principled Priors for Inverse Imaging. ICCV 2023: 10486-10497 - [i23]Angela F. Gao, Oscar Leong, He Sun, Katherine L. Bouman:
Image Reconstruction without Explicit Priors. CoRR abs/2303.12217 (2023) - [i22]Oscar Leong, Angela F. Gao, He Sun, Katherine L. Bouman:
Ill-Posed Image Reconstruction Without an Image Prior. CoRR abs/2304.05589 (2023) - [i21]Berthy T. Feng, Jamie Smith, Michael Rubinstein, Huiwen Chang, Katherine L. Bouman, William T. Freeman:
Score-Based Diffusion Models as Principled Priors for Inverse Imaging. CoRR abs/2304.11751 (2023) - [i20]Zihui Wu, Tianwei Yin, Yu Sun, Robert Frost, André J. W. van der Kouwe, Adrian V. Dalca, Katherine L. Bouman:
Learning Task-Specific Strategies for Accelerated MRI. CoRR abs/2304.12507 (2023) - [i19]Berthy T. Feng, Katherine L. Bouman:
Efficient Bayesian Computational Imaging with a Surrogate Score-Based Prior. CoRR abs/2309.01949 (2023) - [i18]Brandon Zhao, Aviad Levis, Liam Connor, Pratul P. Srinivasan, Katherine L. Bouman:
Single View Refractive Index Tomography with Neural Fields. CoRR abs/2309.04437 (2023) - [i17]Aviad Levis, Andrew A. Chael, Katherine L. Bouman, Maciek Wielgus, Pratul P. Srinivasan:
Orbital Polarimetric Tomography of a Flare Near the Sagittarius A* Supermassive Black Hole. CoRR abs/2310.07687 (2023) - [i16]Yu Sun, Zihui Wu, Yifan Chen, Berthy T. Feng, Katherine L. Bouman:
Provable Probabilistic Imaging using Score-Based Generative Priors. CoRR abs/2310.10835 (2023) - 2022
- [c18]Berthy T. Feng, Alexander C. Ogren, Chiara Daraio, Katherine L. Bouman:
Visual Vibration Tomography: Estimating Interior Material Properties from Monocular Video. CVPR 2022: 16210-16219 - [c17]Aviad Levis, Pratul P. Srinivasan, Andrew A. Chael, Ren Ng, Katherine L. Bouman:
Gravitationally Lensed Black Hole Emission Tomography. CVPR 2022: 19809-19818 - [c16]Ryan K. Cosner, Ivan D. Jimenez Rodriguez, Tamás G. Molnár, Wyatt Ubellacker, Yisong Yue, Aaron D. Ames, Katherine L. Bouman:
Self-Supervised Online Learning for Safety-Critical Control using Stereo Vision. ICRA 2022: 11487-11493 - [i15]He Sun, Katherine L. Bouman, Paul Tiede, Jason J. Wang, Sarah Blunt, Dimitri Mawet:
alpha-Deep Probabilistic Inference (alpha-DPI): efficient uncertainty quantification from exoplanet astrometry to black hole feature extraction. CoRR abs/2201.08506 (2022) - [i14]Ryan K. Cosner, Ivan D. Jimenez Rodriguez, Tamás G. Molnár, Wyatt Ubellacker, Yisong Yue, Aaron D. Ames, Katherine L. Bouman:
Self-Supervised Online Learning for Safety-Critical Control using Stereo Vision. CoRR abs/2203.01404 (2022) - [i13]Aviad Levis, Pratul P. Srinivasan, Andrew A. Chael, Ren Ng, Katherine L. Bouman:
Gravitationally Lensed Black Hole Emission Tomography. CoRR abs/2204.03715 (2022) - 2021
- [c15]He Sun, Katherine L. Bouman:
Deep Probabilistic Imaging: Uncertainty Quantification and Multi-modal Solution Characterization for Computational Imaging. AAAI 2021: 2628-2637 - [c14]Aviad Levis, Daeyoung Lee, Joel A. Tropp, Charles F. Gammie, Katherine L. Bouman:
Inference of Black Hole Fluid-Dynamics from Sparse Interferometric Measurements. ICCV 2021: 2320-2329 - [c13]Ryan K. Cosner, Andrew W. Singletary, Andrew J. Taylor, Tamás G. Molnár, Katherine L. Bouman, Aaron D. Ames:
Measurement-Robust Control Barrier Functions: Certainty in Safety with Uncertainty in State. IROS 2021: 6286-6291 - [c12]Tianwei Yin, Zihui Wu, He Sun, Adrian V. Dalca, Yisong Yue, Katherine L. Bouman:
End-to-End Sequential Sampling and Reconstruction for MRI. ML4H@NeurIPS 2021: 261-281 - [c11]Angela F. Gao, Jorge C. Castellanos, Yisong Yue, Zachary E. Ross, Katherine L. Bouman:
DeepGEM: Generalized Expectation-Maximization for Blind Inversion. NeurIPS 2021: 11592-11603 - [i12]Berthy Feng, Alexander C. Ogren, Chiara Daraio, Katherine L. Bouman:
Visual Vibration Tomography: Estimating Interior Material Properties from Monocular Video. CoRR abs/2104.02735 (2021) - [i11]Ryan K. Cosner, Andrew W. Singletary, Andrew J. Taylor, Tamás G. Molnár, Katherine L. Bouman, Aaron D. Ames:
Measurement-Robust Control Barrier Functions: Certainty in Safety with Uncertainty in State. CoRR abs/2104.14030 (2021) - [i10]Tianwei Yin, Zihui Wu, He Sun, Adrian V. Dalca, Yisong Yue, Katherine L. Bouman:
End-to-End Sequential Sampling and Reconstruction for MR Imaging. CoRR abs/2105.06460 (2021) - [i9]Divya Varadarajan, Katherine L. Bouman, André J. W. van der Kouwe, Bruce Fischl, Adrian V. Dalca:
Unsupervised learning of MRI tissue properties using MRI physics models. CoRR abs/2107.02704 (2021) - 2020
- [c10]He Sun, Adrian V. Dalca, Katherine L. Bouman:
Learning a Probabilistic Strategy for Computational Imaging Sensor Selection. ICCP 2020: 1-12 - [i8]He Sun, Adrian V. Dalca, Katherine L. Bouman:
Learning a Probabilistic Strategy for Computational Imaging Sensor Selection. CoRR abs/2003.10424 (2020) - [i7]He Sun, Katherine L. Bouman:
Deep Probabilistic Imaging: Uncertainty Quantification and Multi-modal Solution Characterization for Computational Imaging. CoRR abs/2010.14462 (2020)
2010 – 2019
- 2019
- [j5]Tianfan Xue, Jiajun Wu, Katherine L. Bouman, William T. Freeman:
Visual Dynamics: Stochastic Future Generation via Layered Cross Convolutional Networks. IEEE Trans. Pattern Anal. Mach. Intell. 41(9): 2236-2250 (2019) - [j4]Adrian V. Dalca, Katherine L. Bouman, William T. Freeman, Natalia S. Rost, Mert R. Sabuncu, Polina Golland:
Medical Image Imputation From Image Collections. IEEE Trans. Medical Imaging 38(2): 504-514 (2019) - 2018
- [j3]Katherine L. Bouman, Michael D. Johnson, Adrian V. Dalca, Andrew A. Chael, Freek Roelofs, Sheperd S. Doeleman, William T. Freeman:
Reconstructing Video of Time-Varying Sources From Radio Interferometric Measurements. IEEE Trans. Computational Imaging 4(4): 512-527 (2018) - [i6]Tianfan Xue, Jiajun Wu, Katherine L. Bouman, William T. Freeman:
Visual Dynamics: Stochastic Future Generation via Layered Cross Convolutional Networks. CoRR abs/1807.09245 (2018) - [i5]Adrian V. Dalca, Katherine L. Bouman, William T. Freeman, Natalia S. Rost, Mert R. Sabuncu, Polina Golland:
Medical Image Imputation from Image Collections. CoRR abs/1808.05732 (2018) - 2017
- [b1]Katherine Louise Bouman:
Extreme imaging via physical model inversion: seeing around corners and imaging black holes. Massachusetts Institute of Technology, Cambridge, USA, 2017 - [j2]Abe Davis, Katherine L. Bouman, Justin G. Chen, Michael Rubinstein, Oral Büyüköztürk, Frédo Durand, William T. Freeman:
Visual Vibrometry: Estimating Material Properties from Small Motions in Video. IEEE Trans. Pattern Anal. Mach. Intell. 39(4): 732-745 (2017) - [c9]Suhas Sreehari, S. V. Venkatakrishnan, Katherine L. Bouman, Jeffrey P. Simmons, Lawrence F. Drummy, Charles A. Bouman:
Multi-Resolution Data Fusion for Super-Resolution Electron Microscopy. CVPR Workshops 2017: 1084-1092 - [c8]Katherine L. Bouman, Vickie Ye, Adam B. Yedidia, Frédo Durand, Gregory W. Wornell, Antonio Torralba, William T. Freeman:
Turning Corners into Cameras: Principles and Methods. ICCV 2017: 2289-2297 - [c7]Adrian V. Dalca, Katherine L. Bouman, William T. Freeman, Natalia S. Rost, Mert R. Sabuncu, Polina Golland:
Population Based Image Imputation. IPMI 2017: 659-671 - [i4]Katherine L. Bouman, Michael D. Johnson, Adrian V. Dalca, Andrew A. Chael, Freek Roelofs, Sheperd S. Doeleman, William T. Freeman:
Reconstructing Video from Interferometric Measurements of Time-Varying Sources. CoRR abs/1711.01357 (2017) - 2016
- [c6]Katherine L. Bouman, Michael D. Johnson, Daniel Zoran, Vincent L. Fish, Sheperd S. Doeleman, William T. Freeman:
Computational Imaging for VLBI Image Reconstruction. CVPR 2016: 913-922 - [c5]Tianfan Xue, Jiajun Wu, Katherine L. Bouman, Bill Freeman:
Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks. NIPS 2016: 91-99 - [i3]Tianfan Xue, Jiajun Wu, Katherine L. Bouman, William T. Freeman:
Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks. CoRR abs/1607.02586 (2016) - [i2]Suhas Sreehari, S. V. Venkatakrishnan, Katherine L. Bouman, Jeffrey P. Simmons, Lawrence F. Drummy, Charles A. Bouman:
Multi-resolution Data Fusion for Super-Resolution Electron Microscopy. CoRR abs/1612.00874 (2016) - 2015
- [c4]Abe Davis, Katherine L. Bouman, Justin G. Chen, Michael Rubinstein, Frédo Durand, William T. Freeman:
Visual vibrometry: Estimating material properties from small motions in video. CVPR 2015: 5335-5343 - [i1]Katherine L. Bouman, Michael D. Johnson, Daniel Zoran, Vincent L. Fish, Sheperd S. Doeleman, William T. Freeman:
Computational Imaging for VLBI Image Reconstruction. CoRR abs/1512.01413 (2015) - 2013
- [c3]Katherine L. Bouman, Bei Xiao, Peter W. Battaglia, William T. Freeman:
Estimating the Material Properties of Fabric from Video. ICCV 2013: 1984-1991 - 2012
- [c2]Karl S. Ni, Ethan Phelps, Katherine L. Bouman, Nadya T. Bliss:
Training image classifiers with similarity metrics, linear programming, and minimal supervision. ACSCC 2012: 1979-1983 - 2011
- [j1]Katherine L. Bouman, Golnaz Abdollahian, Mireille Boutin, Edward J. Delp:
A Low Complexity Sign Detection and Text Localization Method for Mobile Applications. IEEE Trans. Multim. 13(5): 922-934 (2011) - 2010
- [c1]Katherine L. Bouman, Golnaz Abdollahian, Mireille Boutin, Edward J. Delp:
A low complexity method for detection of text area in natural images. ICASSP 2010: 1050-1053
Coauthor Index
aka: Bill Freeman
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-09-25 00:44 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
