Scholar
Karim Bouyarmane
Google Scholar ID: VWiPgZQAAAAJ
Amazon, Ecole Polytechnique
Artificial Intelligence
Robotics
Machine Learning
Deep Learning
Reinforcement Learning
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Homepage
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Google Scholar
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Citations & Impact
All-time
Citations
591
H-index
12
i10-index
15
Publications
20
Co-authors
20
list available
Contact
CV
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GitHub
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Publications
9 items
When Rubrics Fail: Error Enumeration as Reward in Reference-Free RL Post-Training for Virtual Try-On
2026
Cited
0
Learning to Reason Efficiently with Discounted Reinforcement Learning
2025
Cited
0
Enabling Fine-Grained Operating Points for Black-Box LLMs
2025
Cited
0
DiT-VTON: Diffusion Transformer Framework for Unified Multi-Category Virtual Try-On and Virtual Try-All with Integrated Image Editing
2025
Cited
0
Efficient Encoder-Free Pose Conditioning and Pose Control for Virtual Try-On
2025
Cited
0
InstructVTON: Optimal Auto-Masking and Natural-Language-Guided Interactive Style Control for Inpainting-Based Virtual Try-On
2025
Cited
0
DEFT-VTON: Efficient Virtual Try-On with Consistent Generalised H-Transform
2025
Cited
0
C-3DPO: Constrained Controlled Classification for Direct Preference Optimization
2025
Cited
0
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Resume (English only)
Academic Achievements
- Book Chapter: 'Multi-Contact Planning and Control' in Humanoid Robotics: a Reference (Springer, 2019)
- International Journals: Papers in IEEE Transactions on Robotics, Journal of Intelligent & Robotic Systems, etc.
Research Experience
- AI and ML Scientist at Amazon (Seattle, Washington)
- Associate Professor of Artificial Intelligence at Ecole Polytechnique (starting September 2018), with research affiliation at LIX
- Previously worked at Inria and Université de Lorraine
Education
- PhD in Systems Automation from Université Montpellier 2
- MSc, Engineer from Ecole Polytechnique (X 2004)
- MSc, Engineer from Mines de Paris
Background
Research interests include Artificial Intelligence, Robotics, Reinforcement Learning, Intelligent Systems, Autonomous Robots, Automatic Control, Computer Graphics, Optimization, Machine Learning, and Computational Neuroscience.
Miscellany
Personal interests not mentioned
Co-authors
20 total
Abderrahmane Kheddar
Centre National de la Recherche Scientifique (CNRS)
Co-author 2
Co-author 3
Co-author 4
Co-author 5
Eiichi Yoshida
Tokyo University of Science
Stéphane Caron
Researcher at Inria – École Normale Supérieure, Paris
Florent Lamiraux
LAAS-CNRS, Université de Toulouse
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