OpenReview
.net
OpenReview
.net
Login
OpenReview
.net
Login
Berthy Feng
Postdoc, Massachusetts Institute of Technology
Joined
February 2020
Names
Berthy Feng
(Preferred)
,
Berthy T. Feng
Emails
****@caltech.edu
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@mit.edu
(Confirmed)
Personal Links
Homepage
DBLP
ORCID
Career & Education History
Postdoc
Massachusetts Institute of Technology
(mit.edu)
2025
–
Present
PhD student
Computing and Mathematical Sciences,
California Institute of Technology
(caltech.edu)
2019
–
2025
Advisors, Relations & Conflicts
Postdoc Advisor
William T. Freeman
2025
–
Present
PhD Advisor
Katherine Bouman
2019
–
2025
Expertise
computational imaging
2019
–
Present
Publications
Teaching Humans Subtle Differences with DIFFusion
Orr Avrech
,
Mia Chiquier
,
Yossi Gandelsman
,
Berthy Feng
,
Katherine Bouman
,
Carl Vondrick
ICLR 2026 Conference Withdrawn Submission
Readers:
Everyone
Teaching Humans Subtle Differences with DIFFusion
Orr Avrech
,
Mia Chiquier
,
Berthy Feng
,
Yossi Gandelsman
,
Katherine Bouman
,
Carl Vondrick
Submitted to NeurIPS 2025
Readers:
Everyone
Score-Based Diffusion Models for Photoacoustic Tomography Image Reconstruction
Sreemanti Dey
,
Snigdha Saha
,
Berthy Feng
,
Manxiu Cui
,
Laure Delisle
,
Oscar Leong
,
Lihong Wang
,
Katherine Bouman
ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Readers:
Everyone
Provable Probabilistic Imaging using Score-based Generative Priors
Yu Sun
,
Zihui Wu
,
Yifan Chen
,
Berthy Feng
,
Katherine Bouman
CPAL 2025 (Recent Spotlight Track)
Readers:
Everyone
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 Bouman
,
Yisong Yue
ICLR 2025 Spotlight
Readers:
Everyone
Neural Approximate Mirror Maps for Constrained Diffusion Models
Berthy Feng
,
Ricardo Baptista
,
Katherine Bouman
ICLR 2025 Poster
Readers:
Everyone
Variational Bayesian Imaging with an Efficient Surrogate Score-based Prior
Berthy Feng
,
Katherine Bouman
Accepted by TMLR
Readers:
Everyone
Efficient Bayesian Computational Imaging with a Surrogate Score-Based Prior
Berthy Feng
,
Katherine Bouman
NeurIPS 2023 Deep Inverse Workshop Poster
Readers:
Everyone
Efficient Bayesian Computational Imaging with a Surrogate Score-Based Prior
Berthy Feng
,
Katherine Bouman
Submitted to NeurIPS 2023
Readers:
Everyone
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
Published: 01 Jan 2023, Last Modified: 10 Nov 2023
CoRR 2023
Readers:
Everyone
View all 15 publications
Co-Authors
Adam Finkelstein
Alexander C. Ogren
Austin Wang
Bingliang Zhang
Caifeng Zou
Carl Vondrick
Chiara Daraio
Hongkai Zheng
Huiwen Chang
Jamie Smith
Jiaqi Su
Karthik Narasimhan
Katherine Bouman
Katherine L. Bouman
Laure Delisle
Lihong Wang
Manxiu Cui
Mia Chiquier
Michael Rubinstein
Nikola Borislavov Kovachki
Olga Russakovsky
Orr Avrech
Oscar Leong
Ricardo Baptista
Snigdha Saha
View all 36 co-authors