Berthy Feng

According to our database, Berthy Feng authored at least 15 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

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, July, 2025

Teaching Humans Subtle Differences with DIFFusion.

Mia Chiquier, Orr Avrech, Yossi Gandelsman, Berthy Feng, Katherine L. Bouman, Carl Vondrick

CoRR, April, 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, April, 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, Nikola Borislavov Kovachki, Zachary E. Ross, Katherine L. Bouman, Yisong Yue

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Neural Approximate Mirror Maps for Constrained Diffusion Models.

Berthy Feng, Ricardo Baptista, Katherine L. Bouman

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Variational Bayesian Imaging with an Efficient Surrogate Score-based Prior.

Berthy Feng, Katherine L. Bouman

Trans. Mach. Learn. Res., 2024

Provable Probabilistic Imaging Using Score-Based Generative Priors.

Yu Sun, Zihui Wu, Yifan Chen, Berthy T. Feng, Katherine L. Bouman

IEEE Trans. Computational Imaging, 2024

Seeing Beyond the Blur with Generative AI.

Berthy Feng, Katherine L. Bouman

XRDS, 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

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

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Efficient Bayesian Computational Imaging with a Surrogate Score-Based Prior.

Berthy T. Feng, Katherine L. Bouman

CoRR, 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

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Visual Vibration Tomography: Estimating Interior Material Properties from Monocular Video.

Berthy T. Feng, Alexander C. Ogren, Chiara Daraio, Katherine L. Bouman

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2020

Towards Unique and Informative Captioning of Images.

Zeyu Wang, Berthy Feng, Karthik Narasimhan, Olga Russakovsky

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Learning Bandwidth Expansion Using Perceptually-motivated Loss.

Berthy Feng, Zeyu Jin, Jiaqi Su, Adam Finkelstein

Proceedings of the IEEE International Conference on Acoustics, 2019