Scholar
Mackenzie W. Mathis
Google Scholar ID: IhqY9XgAAAAJ
Swiss Federal Institute of Technology in Lausanne (EPFL)
Systems Neuroscience
Sensorimotor Control
Computer Vision
Machine Learning
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Homepage
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Citations & Impact
All-time
Citations
11,439
H-index
27
i10-index
35
Publications
20
Co-authors
19
list available
Contact
No contact links provided.
Publications
6 items
FMPose3D: monocular 3D pose estimation via flow matching
2026
Cited
0
DISTIL: Data-Free Inversion of Suspicious Trojan Inputs via Latent Diffusion
2025
Cited
0
LLaVAction: evaluating and training multi-modal large language models for action recognition
2025
Cited
0
A Contrastive Teacher-Student Framework for Novelty Detection under Style Shifts
2025
Cited
0
Adaptive Intelligence: leveraging insights from adaptive behavior in animals to build flexible AI systems
arXiv.org · 2024
Cited
0
Adversarially Robust Out-of-Distribution Detection Using Lyapunov-Stabilized Embeddings
arXiv.org · 2024
Cited
0
Resume (English only)
Academic Achievements
- Published paper 'XXX' at IJCAI conference
- Won Outstanding Doctoral Dissertation Award from XX University
- Holds two US patents
Research Experience
- Senior Researcher at XX Lab, leading multiple NLP research projects, Since 2020
- Intern at YY Corporation, worked on the data mining team for user behavior analysis project, Summer 2018
Education
- Ph.D., Department of Computer Science, XX University, Advisor: Prof. Zhang San, 2015-2020
- M.S., Software Engineering, YY University, 2013-2015
- B.S., Information Science and Technology, ZZ College, 2009-2013
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Field of Specialization: Computer Science
- Brief Introduction: Dedicated to developing smarter algorithms to tackle complex problems.
Miscellany
- Enjoys reading science fiction and mountain climbing in his spare time
- Actively contributes to open-source communities, being a contributor to several well-known projects
Co-authors
19 total
Alexander Mathis
EPFL (Ecole Polytechnique Fédérale de Lausanne / Swiss Federal Institute of Technology)
Matthias Bethge
Tübingen University & Maddox Co-Founder
Steffen Schneider
Helmholtz Munich
Co-author 4
Co-author 5
Shaokai Ye
Apple
Co-author 7
Amir Patel
Associate Professor, University College London
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