Scholar
Mathieu Salzmann
Google Scholar ID: n-B0jr4AAAAJ
EPFL
Computer vision
machine learning
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Homepage
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Citations & Impact
All-time
Citations
15,544
H-index
60
i10-index
173
Publications
20
Co-authors
137
list available
Contact
No contact links provided.
Publications
19 items
Q-Drift: Quantization-Aware Drift Correction for Diffusion Model Sampling
2026
Cited
0
Calibration-Reasoning Framework for Descriptive Speech Quality Assessment
2026
Cited
0
Subtractive Modulative Network with Learnable Periodic Activations
2026
Cited
0
LoRIF: Low-Rank Influence Functions for Scalable Training Data Attribution
2026
Cited
0
FastPose-ViT: A Vision Transformer for Real-Time Spacecraft Pose Estimation
2025
Cited
0
Weight Space Representation Learning with Neural Fields
2025
Cited
0
Learning to Weight Parameters for Data Attribution
2025
Cited
0
Towards Self-Supervised Covariance Estimation in Deep Heteroscedastic Regression
2025
Cited
0
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Resume (English only)
Academic Achievements
- Published 'XXX' in International Journal of Artificial Intelligence, 202X
- Won the Best Research Award of the Year, 202X
- Holds two patents related to machine learning technologies
Research Experience
- Since 202X, Researcher at XX Lab, leading several AI projects
- 201X-202X, Assistant Data Scientist at ZZ Corporation
Education
- Ph.D., XX University, 201X-202X, Advisor: Prof. Zhang San, Major: Computer Science
- M.S., YY College, 201X-201X, Major: Software Engineering
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Professional Field: Computer Science
- Brief Introduction: Focused on developing efficient AI algorithms and their applications in real life.
Miscellany
- Personal interests include coding competitions, reading science fiction, and traveling
Co-authors
137 total
Pascal Fua
Professor Computer Science, EPFL
Hongdong Li
Professor of Computer Vision and Machine Learning, ANU, and Amazon IML
Mehrtash Harandi
Department of Electrical and Computer Systems Engineering, Monash University
Jose M. Alvarez
NVIDIA
Lars Petersson
Senior Principal Research Scientist, Group Leader, Data61/CSIRO
Yinlin Hu
MagicLeap
Richard Hartley
Australian National University, National ICT Australia (NICTA)
Fatemeh Saleh
Microsoft
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