Feng, Berthy T.

1. Score-Based Diffusion Models as Principled Priors for Inverse Imaging
   2023/04/23 by Berthy T. Feng, Feng, Berthy T., Jamie Smith +9 · 16 citations
   Mathematics · Medicine · Physics and Astronomy · #Numerical methods in inverse problems #Radiomics and Machine Learning in Medical Imaging #Model Reduction and Neural Networks
2. Provable Probabilistic Imaging using Score-Based Generative Priors
   2023/10/16 by Sun, Yu, Wu, Zihui, Chen, Yifan +2 · 7 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
3. InverseBench: Benchmarking Plug-and-Play Diffusion Priors for Inverse Problems in Physical Sciences
   2025/03/14 by Zheng, Hongkai, Chu, Wenda, Zhang, Bingliang +9 · 13 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Variational Bayesian Imaging with an Efficient Surrogate Score-based Prior
   2023/09/05 by Feng, Berthy T., Bouman, Katherine L. · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
5. Neural Approximate Mirror Maps for Constrained Diffusion Models
   2024/06/18 by Berthy T. Feng, Feng, Berthy T., Ricardo Baptista +3 · 2 citations
   Computer Science · Physics and Astronomy · #Neural Networks and Applications #Model Reduction and Neural Networks