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    title ="DeepGEM: Generalized Expectation-Maximization for Blind Inversion",
    author = "Gao, Angela F. and Castellanos, Jorge C. and Yue, Yisong and Ross, Zachary E. and Bouman, Katherine L.",
    
    
    
    pages = "1-12",
    month = "December",
    year = "2021",
    
    isbn = "9781713845393",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20221026-200931912",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/113765,
    title ="Inference of Black Hole Fluid-Dynamics from Sparse Interferometric Measurements",
    author = "Levis, Aviad and Lee, Daeyoung and Tropp, Joel A. and Gammie, Charles F. and Bouman, Katherine L.",
    
    
    
    pages = "2320-2329",
    month = "October",
    year = "2021",
    doi = "https://doi.org/10.1109/ICCV48922.2021.00234",
    isbn = "978-1-6654-2812-5",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20220307-188412000",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/109060,
    title ="Measurement-Robust Control Barrier Functions: Certainty in Safety with Uncertainty in State",
    author = "Cosner, Ryan K. and Singletary, Andrew W. and Taylor, Andrew J. and Molnar, Tamás G. and Bouman, Katherine L. and Ames, Aaron D.",
    journal = "arXiv",
    
    
    pages = "6286-6291",
    month = "September",
    year = "2021",
    doi = "https://doi.org/10.1109/IROS51168.2021.9636584",
    isbn = "978-1-6654-1715-0",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210510-141401087",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/109398,
    title ="Deep Probabilistic Imaging: Uncertainty Quantification and Multi-modal Solution Characterization for Computational Imaging",
    author = "Sun, He and Bouman, Katherine L.",
    journal = "arXiv",
    volume = "35",
    
    pages = "2628-2637",
    month = "May",
    year = "2021",
    
    
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20210604-142552450",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/103735,
    title ="Learning a Probabilistic Strategy for Computational Imaging Sensor Selection",
    author = "Sun, He and Dalca, Adrian V. and Bouman, Katherine L.",
    
    
    
    pages = "1-12",
    month = "April",
    year = "2020",
    doi = "https://doi.org/10.1109/iccp48838.2020.9105133",
    isbn = "9781728152301",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20200605-134947553",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/94482,
    title ="Turning Corners into Cameras: Principles and Methods",
    author = "Bouman, Katherine L. and Ye, Vickie and Yedidia, Adam B. and Durand, Fredo and Wornell, Gregory W. and Torralba, Antonio and Freeman, William T.",
    
    
    
    pages = "2289-2297",
    month = "October",
    year = "2017",
    doi = "https://doi.org/10.1109/iccv.2017.249",
    isbn = "9781538610329",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190404-161219288",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/94483,
    title ="Multi-Resolution Data Fusion for Super-Resolution Electron Microscopy",
    author = "Sreehari, Suhas and Venkatakrishnan, S. V. and Bouman, Katherine L. and Simmons, Jeff P. and Drummy, Larry F. and Bouman, Charles A.",
    
    
    
    pages = "1084-1092",
    month = "July",
    year = "2017",
    doi = "https://doi.org/10.1109/cvprw.2017.146",
    isbn = "9781538607336",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190404-161219383",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/94521,
    title ="Population Based Image Imputation",
    author = "Dalca, Adrian V. and Bouman, Katherine L. and Freeman, William T. and Rost, Natalia S. and Sabuncu, Mert R. and Golland, Polina",
    journal = "Lecture Notes in Computer Science",
    
    number = "10265",
    pages = "659-671",
    month = "May",
    year = "2017",
    doi = "https://doi.org/10.1007/978-3-319-59050-9_52",
    isbn = "9783319590493",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190405-160617876",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/94522,
    title ="Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks",
    author = "Xue, Tianfan and Wu, Jiajun and Bouman, Katherine L. and Freeman, William T.",
    journal = "arXiv",
    
    
    
    month = "December",
    year = "2016",
    
    isbn = "9781510838819",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190405-161634029",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/94484,
    title ="Computational Imaging for VLBI Image Reconstruction",
    author = "Bouman, Katherine L. and Johnson, Michael D. and Zoran, Daniel and Fish, Vincent L. and Doeleman, Sheperd S. and Freeman, William T.",
    
    
    
    pages = "913-922",
    month = "June",
    year = "2016",
    doi = "https://doi.org/10.1109/cvpr.2016.105",
    isbn = "9781467388511",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190404-161219475",
}
@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/94523,
    title ="Estimating the Material Properties of Fabric from Video",
    author = "Bouman, Katherine L. and Xiao, Bei and Battaglia, Peter and Freeman, William T.",
    
    
    
    pages = "1984-1991",
    month = "December",
    year = "2013",
    doi = "https://doi.org/10.1109/iccv.2013.455",
    isbn = "9781479928408",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190405-163101345",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/94485,
    title ="Training image classifiers with similarity metrics, linear programming, and minimal supervision",
    author = "Ni, Karl and Phelps, Ethan and Bouman, Katherine L. and Bliss, Nadya",
    
    
    
    pages = "1979-1983",
    month = "November",
    year = "2012",
    doi = "https://doi.org/10.1109/acssc.2012.6489386",
    isbn = "9781467350518",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190404-161219565",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/94526,
    title ="RAW camera DPCM compression performance analysis",
    author = "Bouman, Katherine and Ramachandra, Vikas and Atanassov, Kalin and Aleksic, Mickey and Goma, Sergio R.",
    
    
    number = "7867",
    pages = "Art. No. 78670N",
    month = "January",
    year = "2011",
    doi = "https://doi.org/10.1117/12.872637",
    isbn = "9780819484048",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190405-164254906",
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@book_section {CaltechAUTHORS_https://authors.library.caltech.edu/id/eprint/94487,
    title ="A low complexity method for detection of text area in natural images",
    author = "Bouman, Katherine L. and Abdollahian, Golnaz and Boutin, Mireille and Delp, Edward J.",
    
    
    
    pages = "1050-1053",
    month = "March",
    year = "2010",
    doi = "https://doi.org/10.1109/icassp.2010.5495331",
    isbn = "9781424442959",
    url = "https://resolver.caltech.edu/CaltechAUTHORS:20190404-161219749",
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