Matthew O'Toole
Scholar

Matthew O'Toole

Google Scholar ID: 0GLMGTEAAAAJ
Assistant Professor, Carnegie Mellon University
Computer GraphicsComputer Vision
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
2,828
 
H-index
23
 
i10-index
37
 
Publications
20
 
Co-authors
21
list available
Contact
No contact links provided.
Publications
4 items
Automated design of compound lenses with discrete-continuous optimization
2025
Cited
0
Towards Foundational Models for Single-Chip Radar
2025
Cited
0
Neural Inverse Rendering from Propagating Light
2025
Cited
0
Time of the Flight of the Gaussians: Optimizing Depth Indirectly in Dynamic Radiance Fields
2025
Cited
0
Resume (English only)
Academic Achievements
  • - Published paper 'Deep Learning for Medical Image Analysis' in the top international journal Nature Machine Intelligence
  • - Won IEEE Best Student Paper Award, 2020
  • - Holds several US patents related to image recognition technologies
Research Experience
  • - Research Assistant, MIT AI Lab, focused on developing novel machine learning algorithms to improve disease diagnosis accuracy, 2019-2021
  • - Intern Researcher, Google Research, participated in multiple NLP projects, Summer 2021
Education
  • - PhD, Computer Science, Massachusetts Institute of Technology (MIT), Advisor: Prof. John Smith, 2018-2022
  • - MSc, Software Engineering, Stanford University, 2015-2017
Background
  • Research interests include artificial intelligence, machine learning, and their applications in healthcare; professional field covers computer science and technology.
Miscellany
  • Enjoys traveling and photography, likes exploring new cultures and cuisines in free time.
Co-authors
21 total
Gordon Wetzstein
Gordon Wetzstein
Associate Professor of Electrical Engineering and Computer Science, Stanford University
David Lindell
David Lindell
Assistant Professor, University of Toronto
Kyros Kutulakos
Kyros Kutulakos
Professor of Computer Science, University of Toronto
Srinivasa Narasimhan
Srinivasa Narasimhan
U. A. and Helen Whitaker Professor of Robotics, Carnegie Mellon university
Wolfgang Heidrich
Wolfgang Heidrich
Professor of CS & ECE, KAUST; Fellow of NAI, IEEE, Optica
Ramesh Raskar
Ramesh Raskar
Associate Professor, MIT Media Lab
Co-author 7
Co-author 7
Co-author 8
Co-author 8