Scholar
Michael T. McCann
Google Scholar ID: TIGnz9EAAAAJ
Los Alamos National Laboratory
image reconstruction
signal processing
computational imaging
medical image analysis
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Citations & Impact
All-time
Citations
5,517
H-index
17
i10-index
22
Publications
20
Co-authors
18
list available
Contact
No contact links provided.
Publications
4 items
Stochastic Generative Plug-and-Play Priors
2026
Cited
0
Deep Parameter Interpolation for Scalar Conditioning
2025
Cited
0
Are We Really Learning the Score Function? Reinterpreting Diffusion Models Through Wasserstein Gradient Flow Matching
2025
Cited
0
Random Walks with Tweedie: A Unified Framework for Diffusion Models
arXiv.org · 2024
Cited
2
Resume (English only)
Academic Achievements
List of publications available on Google Scholar or ORCID: orcid.org/0000-0001-7645-252X. Reviewing activity can be seen on Publons.
Research Experience
- Staff Scientist at Applied Mathematics and Plasma Physics Group (T-5), Los Alamos National Lab
- Member of Saiprasad Ravishankar's SLIM group in the Dept. of CMSE, Michigan State University
- Worked with Michael Unser's Biomedical Imaging Group on straight-ray tomography reconstruction at EPFL
- Conducted EEG-based brain-computer interface research with Jane Huggins at the University of Michigan
Education
PhD: Carnegie Mellon University (Advisor: Jelena Kovačević); Research Area: Histology image analysis.
Background
Research Focus: Improving scientific image reconstruction algorithms; Fields: Signal processing, optimization, and machine learning.
Co-authors
18 total
Michael Unser
Professor, Biomedical Imaging Group, Ecole Polytechnique Fédérale de Lausanne (EPFL), Switzerland
Kyong Hwan Jin
Associate Professor of EE, Korea University
Co-author 3
Saiprasad Ravishankar
Michigan State University
Co-author 5
Co-author 6
Co-author 7
Co-author 8
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