John M. Pauly

Joined

July 2019

Names

John M. Pauly (Preferred)

Emails

****@stanford.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Stanford University (stanford.edu)

1984 – 1990

MS student

Carnegie Mellon University (cmu)

1980 – 1981

Undergrad student

Iowa State University (iastate.edu)

1975 – 1979

Advisors, Relations & Conflicts

PhD Advisor

Albert Macovski

1984 – 2020

Expertise

Medical Imaging

1984 – 2020

Image Reconstruction

1984 – 2020

Magnetic Resonance Imaging

1984 – 2020

Publications

Variational Diffusion Models for Blind MRI Inverse Problems
Cagan Alkan, Julio Oscanoa, Daniel Abraham, Mengze Gao, Aizada Nurdinova, Kawin Setsompop, John M. Pauly, Morteza Mardani, Shreyas Vasanawala
- NeurIPS 2023 Deep Inverse Workshop Poster
- Readers: Everyone
Using Deep Feature Distances for Evaluating MR Image Reconstruction Quality
Philip M Adamson, Arjun D Desai, Jeffrey Dominic, Christian Bluethgen, Jeff P. Wood, Ali B Syed, Robert D. Boutin, Kathryn J. Stevens, Shreyas Vasanawala, John M. Pauly, Akshay S Chaudhari, Beliz Gunel
- NeurIPS 2023 Deep Inverse Workshop Poster
- Readers: Everyone
Regularization by Denoising Diffusion Process for MRI Reconstruction
Batu Ozturkler, Morteza Mardani, Arash Vahdat, Jan Kautz, John M. Pauly
- NeurIPS 2023 Deep Inverse Workshop Poster
- Readers: Everyone
Scaling Convex Neural Networks with Burer-Monteiro Factorization
Arda Sahiner, Tolga Ergen, Batu Ozturkler, John M. Pauly, Morteza Mardani, Mert Pilanci
- ICLR 2024 poster
- Readers: Everyone
Regularization by Denoising Diffusion Process for MRI Reconstruction
Batu Ozturkler, Morteza Mardani, Arash Vahdat, Jan Kautz, John M. Pauly
- Published: 28 Apr 2023, Last Modified: 09 Jun 2023
- MIDL 2023 Short paper track Poster
- Readers: Everyone
Ultra‐low‐dose PET reconstruction using generative adversarial network with feature matching and task‐specific perceptual loss
Jiahong Ouyang, Kevin T Chen, Enhao Gong, John M. Pauly
- 01 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Scaling Convex Neural Networks with Burer-Monteiro Factorization
Arda Sahiner, Tolga Ergen, Batu Ozturkler, John M. Pauly, Morteza Mardani, Mert Pilanci
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Scale-Agnostic Super-Resolution in MRI using Feature-Based Coordinate Networks
Dave Van Veen, Rogier Van der Sluijs, Batu Ozturkler, Arjun D Desai, Christian Bluethgen, Robert D. Boutin, Marc H. Willis, Gordon Wetzstein, David B. Lindell, Shreyas Vasanawala, John M. Pauly, Akshay Chaudhari
- Published: 09 May 2022, Last Modified: 12 May 2023
- MIDL 2022 Short Papers
- Readers: Everyone
VORTEX: Physics-Driven Data Augmentations Using Consistency Training for Robust Accelerated MRI Reconstruction
Arjun D Desai, Beliz Gunel, Batu Ozturkler, Harris Beg, Shreyas Vasanawala, Brian Hargreaves, Christopher Re, John M. Pauly, Akshay Chaudhari
- Published: 28 Feb 2022, Last Modified: 15 Feb 2026
- MIDL 2022
- Readers: Everyone
NeRP: Implicit Neural Representation Learning with Prior Embedding for Sparsely Sampled Image Reconstruction
Liyue Shen, John M. Pauly, Lei Xing
- Published: 19 Oct 2021, Last Modified: 12 Oct 2025
- NeurIPS 2021 Deep Inverse Workshop Poster
- Readers: Everyone

View all 22 publications

Co-Authors

View all 49 co-authors