Jan Novák
Scholar

Jan Novák

Google Scholar ID: u5_AuisAAAAJ
Principal research scientist at NVIDIA Research
renderingmachine learninglight transportparticipating media
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Citations & Impact
All-time
Citations
2,881
 
H-index
26
 
i10-index
41
 
Publications
20
 
Co-authors
0
 
Publications
2 items
RGBX-Next: Towards Realistic Generative Rendering from G-Buffers
2026
Cited
0
Generative Detail Enhancement for Physically Based Materials
2025
Cited
0
Resume
Academic Achievements
  • - Published a paper in Nature on a novel approach to deep learning
  • - Won Best Paper Award at International Conference on Machine Learning, 2019
Research Experience
  • - Researcher at Google AI Lab, 2020-Present
  • - Projects include improvements in natural language processing technology and optimization of recommendation systems
Education
  • - Ph.D., Stanford University, Computer Science, Advisor: Prof. Zhang, 2015-2020
  • - M.S., University of California, Berkeley, Electrical Engineering, 2013-2015
Background
  • - Research Interests: Artificial Intelligence, Machine Learning
  • - Field of Study: Computer Science
  • - Brief Introduction: Focuses on developing new algorithms to improve the efficiency of machine learning models.
Miscellany
  • - Enjoys reading science fiction in his free time
  • - Interested in outdoor activities such as hiking