Berthy T. Feng

15 papers A* 2Misc 1Journal 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Dynamic Black-hole Emission Tomography with Physics-informed Neural Fields. CoRR Berthy T. Feng, Andrew A. Chael, David Bromley, Aviad Levis, William T. Freeman, Katherine L. Bouman
2026	J	`jnl`	U-DAVI: Uncertainty-Aware Diffusion-Prior-Based Amortized Variational Inference for Image Reconstruction. CoRR Ayush Varshney, Katherine L. Bouman, Berthy T. Feng
2025	J	`jnl`	InverseBench: Benchmarking Plug-and-Play Diffusion Priors for Inverse Problems in Physical Sciences. CoRR Hongkai Zheng, Wenda Chu, Bingliang Zhang, Zihui Wu, Austin Wang, Berthy T. Feng, Caifeng Zou, Yu Sun, Nikola B. Kovachki, Zachary E. Ross, Katherine L. Bouman, Yisong Yue
2025	J	`jnl`	STeP: A General and Scalable Framework for Solving Video Inverse Problems with Spatiotemporal Diffusion Priors. CoRR Bingliang Zhang, Zihui Wu, Berthy T. Feng, Yang Song, Yisong Yue, Katherine L. Bouman
2025	J	`jnl`	Visual Surface Wave Elastography: Revealing Subsurface Physical Properties via Visible Surface Waves. CoRR Alexander C. Ogren, Berthy T. Feng, Jihoon Ahn, Katherine L. Bouman, Chiara Daraio
2024	J	`jnl`	Event-horizon-scale Imaging of M87* under Different Assumptions via Deep Generative Image Priors. CoRR Berthy T. Feng, Katherine L. Bouman, William T. Freeman
2024	J	`jnl`	Neural Approximate Mirror Maps for Constrained Diffusion Models. CoRR Berthy T. Feng, Ricardo Baptista, Katherine L. Bouman
2024	J	`jnl`	Provable Probabilistic Imaging Using Score-Based Generative Priors. IEEE Trans. Computational Imaging Yu Sun, Zihui Wu, Yifan Chen, Berthy T. Feng, Katherine L. Bouman
2024	J	`jnl`	Score-Based Diffusion Models for Photoacoustic Tomography Image Reconstruction. CoRR Sreemanti Dey, Snigdha Saha, Berthy T. Feng, Manxiu Cui, Laure Delisle, Oscar Leong, Lihong V. Wang, Katherine L. Bouman
2024	Misc	`conf`	Score-based Diffusion Models for Photoacoustic Tomography Image Reconstruction. ICASSP Sreemanti Dey, Snigdha Saha, Berthy T. Feng, Manxiu Cui, Laure Delisle, Oscar Leong, Lihong V. Wang, Katherine L. Bouman
2023	J	`jnl`	Efficient Bayesian Computational Imaging with a Surrogate Score-Based Prior. CoRR Berthy T. Feng, Katherine L. Bouman
2023	J	`jnl`	Provable Probabilistic Imaging using Score-Based Generative Priors. CoRR Yu Sun, Zihui Wu, Yifan Chen, Berthy T. Feng, Katherine L. Bouman
2023	A*	`conf`	Score-Based Diffusion Models as Principled Priors for Inverse Imaging. ICCV Berthy T. Feng, Jamie Smith, Michael Rubinstein, Huiwen Chang, Katherine L. Bouman, William T. Freeman
2023	J	`jnl`	Score-Based Diffusion Models as Principled Priors for Inverse Imaging. CoRR Berthy T. Feng, Jamie Smith, Michael Rubinstein, Huiwen Chang, Katherine L. Bouman, William T. Freeman
2022	A*	`conf`	Visual Vibration Tomography: Estimating Interior Material Properties from Monocular Video. CVPR Berthy T. Feng, Alexander C. Ogren, Chiara Daraio, Katherine L. Bouman