A low complexity method for detection of text area in natural images. - Katherine L. Bouman; Golnaz Abdollahian; Mireille Boutin; Edward J. Delp (ICASSP, 2010)

A Low Complexity Sign Detection and Text Localization Method for Mobile Applications. - Katherine L. Bouman; Golnaz Abdollahian; Mireille Boutin; Edward J. Delp (IEEE Trans. Multim., 2011)

Training image classifiers with similarity metrics, linear programming, and minimal supervision. - Karl S. Ni; Ethan Phelps; Katherine L. Bouman; Nadya T. Bliss (ACSCC, 2012)

Estimating the Material Properties of Fabric from Video. - Katherine L. Bouman; Bei Xiao; Peter W. Battaglia; William T. Freeman (ICCV, 2013)

Visual vibrometry: Estimating material properties from small motions in video. - Abe Davis; Katherine L. Bouman; Justin G. Chen; Michael Rubinstein; Frédo Durand; William T. Freeman (CVPR, 2015)

Computational Imaging for VLBI Image Reconstruction. - Katherine L. Bouman; Michael D. Johnson 003; Daniel Zoran; Vincent L. Fish; Sheperd S. Doeleman; William T. Freeman (CVPR, 2016)

Visual Dynamics: Probabilistic Future Frame Synthesis via Cross Convolutional Networks. - Tianfan Xue; Jiajun Wu 001; Katherine L. Bouman; Bill Freeman (NIPS, 2016)

Multi-Resolution Data Fusion for Super-Resolution Electron Microscopy. - Suhas Sreehari; S. V. Venkatakrishnan 001; Katherine L. Bouman; Jeffrey P. Simmons; Lawrence F. Drummy; Charles A. Bouman (CVPR Workshops, 2017)

Turning Corners into Cameras: Principles and Methods. - Katherine L. Bouman; Vickie Ye; Adam B. Yedidia; Frédo Durand; Gregory W. Wornell; Antonio Torralba 001; William T. Freeman (ICCV, 2017)

Population Based Image Imputation. - Adrian V. Dalca; Katherine L. Bouman; William T. Freeman; Natalia S. Rost; Mert R. Sabuncu; Polina Golland (IPMI, 2017)

Reconstructing Video from Interferometric Measurements of Time-Varying Sources. - Katherine L. Bouman; Michael D. Johnson 003; Adrian V. Dalca; Andrew A. Chael; Freek Roelofs; Sheperd S. Doeleman; William T. Freeman (CoRR, 2017)

Visual Vibrometry: Estimating Material Properties from Small Motions in Video. - Abe Davis; Katherine L. Bouman; Justin G. Chen; Michael Rubinstein; Oral Büyüköztürk; Frédo Durand; William T. Freeman (IEEE Trans. Pattern Anal. Mach. Intell., 2017)

Extreme imaging via physical model inversion: seeing around corners and imaging black holes. - Katherine Louise Bouman (2017)

Reconstructing Video of Time-Varying Sources From Radio Interferometric Measurements. - Katherine L. Bouman; Michael D. Johnson 003; Adrian V. Dalca; Andrew A. Chael; Freek Roelofs; Sheperd S. Doeleman; William T. Freeman (IEEE Trans. Computational Imaging, 2018)

Visual Dynamics: Stochastic Future Generation via Layered Cross Convolutional Networks. - Tianfan Xue; Jiajun Wu 001; Katherine L. Bouman; William T. Freeman (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

Medical Image Imputation From Image Collections. - Adrian V. Dalca; Katherine L. Bouman; William T. Freeman; Natalia S. Rost; Mert R. Sabuncu; Polina Golland (IEEE Trans. Medical Imaging, 2019)

Learning a Probabilistic Strategy for Computational Imaging Sensor Selection. - He Sun 010; Adrian V. Dalca; Katherine L. Bouman (ICCP, 2020)

Deep Probabilistic Imaging: Uncertainty Quantification and Multi-modal Solution Characterization for Computational Imaging. - He Sun 010; Katherine L. Bouman (AAAI, 2021)

Inference of Black Hole Fluid-Dynamics from Sparse Interferometric Measurements. - Aviad Levis; Daeyoung Lee; Joel A. Tropp; Charles F. Gammie; Katherine L. Bouman (ICCV, 2021)

Measurement-Robust Control Barrier Functions: Certainty in Safety with Uncertainty in State. - Ryan K. Cosner; Andrew W. Singletary; Andrew J. Taylor; Tamás G. Molnár; Katherine L. Bouman; Aaron D. Ames (IROS, 2021)

End-to-End Sequential Sampling and Reconstruction for MRI. - Tianwei Yin; Zihui Wu; He Sun 010; Adrian V. Dalca; Yisong Yue; Katherine L. Bouman (ML4H@NeurIPS, 2021)

DeepGEM: Generalized Expectation-Maximization for Blind Inversion. - Angela F. Gao; Jorge C. Castellanos; Yisong Yue; Zachary E. Ross; Katherine L. Bouman (NeurIPS, 2021)

End-to-End Sequential Sampling and Reconstruction for MR Imaging. - Tianwei Yin; Zihui Wu; He Sun 010; Adrian V. Dalca; Yisong Yue; Katherine L. Bouman (CoRR, 2021)

Unsupervised learning of MRI tissue properties using MRI physics models. - Divya Varadarajan; Katherine L. Bouman; André J. W. van der Kouwe; Bruce Fischl; Adrian V. Dalca (CoRR, 2021)

Visual Vibration Tomography: Estimating Interior Material Properties from Monocular Video. - Berthy T. Feng; Alexander C. Ogren; Chiara Daraio; Katherine L. Bouman (CVPR, 2022)

Gravitationally Lensed Black Hole Emission Tomography. - Aviad Levis; Pratul P. Srinivasan; Andrew A. Chael; Ren Ng; Katherine L. Bouman (CVPR, 2022)

Self-Supervised Online Learning for Safety-Critical Control using Stereo Vision. - Ryan K. Cosner; Ivan D. Jimenez Rodriguez; Tamás G. Molnár; Wyatt Ubellacker; Yisong Yue; Aaron D. Ames; Katherine L. Bouman (ICRA, 2022)

alpha-Deep Probabilistic Inference (alpha-DPI): efficient uncertainty quantification from exoplanet astrometry to black hole feature extraction. - He Sun 010; Katherine L. Bouman; Paul Tiede; Jason J. Wang; Sarah Blunt; Dimitri Mawet (CoRR, 2022)

Image Reconstruction without Explicit Priors. - Angela F. Gao; Oscar Leong; He Sun 010; Katherine L. Bouman (ICASSP, 2023)

Score-Based Diffusion Models as Principled Priors for Inverse Imaging. - Berthy T. Feng; Jamie Smith; Michael Rubinstein; Huiwen Chang; Katherine L. Bouman; William T. Freeman (ICCV, 2023)

Ill-Posed Image Reconstruction Without an Image Prior. - Oscar Leong; Angela F. Gao; He Sun 010; Katherine L. Bouman (CoRR, 2023)

Efficient Bayesian Computational Imaging with a Surrogate Score-Based Prior. - Berthy T. Feng; Katherine L. Bouman (CoRR, 2023)

Orbital Polarimetric Tomography of a Flare Near the Sagittarius A* Supermassive Black Hole. - Aviad Levis; Andrew A. Chael; Katherine L. Bouman; Maciek Wielgus; Pratul P. Srinivasan (CoRR, 2023)

Discovering Structure From Corruption for Unsupervised Image Reconstruction. - Oscar Leong; Angela F. Gao; He Sun 010; Katherine L. Bouman (IEEE Trans. Computational Imaging, 2023)

Single View Refractive Index Tomography with Neural Fields. - Brandon Zhao; Aviad Levis; Liam Connor; Pratul P. Srinivasan; Katherine L. Bouman (CVPR, 2024)

Score-based Diffusion Models for Photoacoustic Tomography Image Reconstruction. - Sreemanti Dey; Snigdha Saha; Berthy T. Feng; Manxiu Cui; Laure Delisle; Oscar Leong; Lihong V. Wang; Katherine L. Bouman (ICASSP, 2024)

Imaging An Evolving Black Hole By Leveraging Shared Structure. - Yvette Y. Lin; Angela F. Gao; Katherine L. Bouman (ICASSP, 2024)

Principled Probabilistic Imaging using Diffusion Models as Plug-and-Play Priors. - Zihui Wu; Yu Sun 022; Yifan Chen; Bingliang Zhang; Yisong Yue; Katherine L. Bouman (NeurIPS, 2024)

Event-horizon-scale Imaging of M87* under Different Assumptions via Deep Generative Image Priors. - Berthy T. Feng; Katherine L. Bouman; William T. Freeman (CoRR, 2024)

Seeing Beyond the Blur with Generative AI. - Berthy Feng; Katherine L. Bouman (XRDS, 2024)

Provable Probabilistic Imaging Using Score-Based Generative Priors. - Yu Sun 022; Zihui Wu; Yifan Chen; Berthy T. Feng; Katherine L. Bouman (IEEE Trans. Computational Imaging, 2024)

Learning Task-Specific Strategies for Accelerated MRI. - Zihui Wu; Tianwei Yin; Yu Sun 022; Robert Frost; André J. W. van der Kouwe; Adrian V. Dalca; Katherine L. Bouman (IEEE Trans. Computational Imaging, 2024)

Variational Bayesian Imaging with an Efficient Surrogate Score-based Prior. - Berthy Feng; Katherine L. Bouman (Trans. Mach. Learn. Res., 2024)

Neural Approximate Mirror Maps for Constrained Diffusion Models. - Berthy Feng; Ricardo Baptista; Katherine L. Bouman (ICLR, 2025)

Revealing the 3D Cosmic Web through Gravitationally Constrained Neural Fields. - Brandon Zhao; Aviad Levis; Liam Connor; Pratul P. Srinivasan; Katherine L. Bouman (ICLR, 2025)

InverseBench: Benchmarking Plug-and-Play Diffusion Priors for Inverse Problems in Physical Sciences. - Hongkai Zheng; Wenda Chu; Bingliang Zhang; Zihui Wu; Austin Wang; Berthy Feng; Caifeng Zou; Yu Sun 022; Nikola Borislavov Kovachki; Zachary E. Ross; Katherine L. Bouman; Yisong Yue (ICLR, 2025)

Exoplanet Imaging via Differentiable Rendering. - Brandon Y. Feng; Rodrigo Ferrer Chávez; Aviad Levis; Jason Jinfei Wang; Katherine L. Bouman; William T. Freeman (IEEE Trans. Computational Imaging, 2025)

Exoplanet Detection via Differentiable Rendering. - Brandon Y. Feng; Rodrigo Ferrer Chávez; Aviad Levis; Jason Jinfei Wang; Katherine L. Bouman; William T. Freeman (CoRR, 2025)

ContextMRI: Enhancing Compressed Sensing MRI through Metadata Conditioning. - Hyungjin Chung; Dohun Lee; Zihui Wu; Byung-Hoon Kim; Katherine L. Bouman; Jong Chul Ye (CoRR, 2025)

STeP: A General and Scalable Framework for Solving Video Inverse Problems with Spatiotemporal Diffusion Priors. - Bingliang Zhang; Zihui Wu; Berthy T. Feng; Yang Song; Yisong Yue; Katherine L. Bouman (CoRR, 2025)

Teaching Humans Subtle Differences with DIFFusion. - Mia Chiquier; Orr Avrech; Yossi Gandelsman; Berthy Feng; Katherine L. Bouman; Carl Vondrick (CoRR, 2025)

Visual Surface Wave Elastography: Revealing Subsurface Physical Properties via Visible Surface Waves. - Alexander C. Ogren; Berthy T. Feng; Jihoon Ahn; Katherine L. Bouman; Chiara Daraio (CoRR, 2025)