Scholar
Evan Bell
Google Scholar ID: 4BcaQ5IAAAAJ
PhD Student, Johns Hopkins University
Machine learning
Signal processing
Medical imaging
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Citations & Impact
All-time
Citations
30
H-index
3
i10-index
1
Publications
9
Co-authors
10
list available
Contact
Email
ebell34@jh.edu
CV
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GitHub
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Publications
5 items
Tada-DIP: Input-adaptive Deep Image Prior for One-shot 3D Image Reconstruction
2025
Cited
0
PRISM: Probabilistic and Robust Inverse Solver with Measurement-Conditioned Diffusion Prior for Blind Inverse Problems
2025
Cited
0
Learning robust parameter inference and density reconstruction in flyer plate impact experiments
2025
Cited
0
Learning physical unknowns from hydrodynamic shock and material interface features in ICF capsule implosions
2024
Cited
0
Pruning Unrolled Networks (PUN) at Initialization for MRI Reconstruction Improves Generalization
2024
Cited
0
Resume (English only)
Academic Achievements
Awarded the NSF Graduate Research Fellowship (NSF GRFP)
Awarded the Department of Energy Computational Science Graduate Fellowship (DOE CSGF) for four years
Paper “Analysis of Deep Image Prior and Exploiting Self-Guidance for Image Reconstruction” accepted by IEEE Transactions on Computational Imaging
Preprint “PRISM: Probabilistic and Robust Inverse Solver with Measurement-Conditioned Diffusion Prior for Blind Inverse Problems” posted on arXiv
Preprint “Learning robust parameter inference and density reconstruction in flyer plate impact experiments” posted on arXiv
Review paper “Understanding Untrained Deep Models for Inverse Problems: Algorithms and Theory” posted on arXiv
Co-authors
10 total
Saiprasad Ravishankar
Michigan State University
shijun liang
University of Michigan
Qing Qu
Assistant Professor, Dept. of EECS, University of Michigan
Rongrong Wang
Michigan State University
marc klasky
LANL
Daniel A. Serino
Scientist, Los Alamos National Lab
Ismail R. Alkhouri
DARPA, UMich, and MSU
Avrajit Ghosh
University of California, Berkeley
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