Learning Bandwidth Expansion Using Perceptually-motivated Loss. - Berthy Feng; Zeyu Jin; Jiaqi Su; Adam Finkelstein (ICASSP, 2019)

Towards Unique and Informative Captioning of Images. - Zeyu Wang 004; Berthy Feng; Karthik Narasimhan; Olga Russakovsky (ECCV (7), 2020)

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

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)

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

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)

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)

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)

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)

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)