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
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
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
9 total
Michael Unser
Professor, Biomedical Imaging Group, Ecole Polytechnique Fédérale de Lausanne (EPFL), Switzerland
Kyong Hwan Jin
Associate Professor of EE, Korea University
Saiprasad Ravishankar
Michigan State University
Emmanuel Soubies
CNRS, IRIT, Signal & Communications Group
Siheng Chen
Shanghai Jiao Tong University
Dustin G. Mixon
Associate Professor, Department of Mathematics, The Ohio State University
Adrien Depeursinge
Full Professor at HES-SO Valais
Vincent Andrearczyk
HES-SO Valais