Scholar
Jens Mehnert
Google Scholar ID: HZ1Y4jgAAAAJ
Robert Bosch GmbH
Stochastics
Efficient AI
Embedded AI
Model Compression
Scaling AI
Follow
Homepage
↗
Google Scholar
↗
Citations & Impact
All-time
Citations
173
H-index
8
i10-index
5
Publications
20
Co-authors
11
list available
Contact
No contact links provided.
Publications
4 items
Variance-Based Pruning for Accelerating and Compressing Trained Networks
2025
Cited
0
Efficient Data Driven Mixture-of-Expert Extraction from Trained Networks
2025
Cited
0
PROM: Prioritize Reduction of Multiplications Over Lower Bit-Widths for Efficient CNNs
2025
Cited
0
Data-Free Dynamic Compression of CNNs for Tractable Efficiency
Proceedings of the 20th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications · 2023
Cited
0
Resume (English only)
Academic Achievements
- Published 'Applications of Deep Learning in Image Recognition' in the Journal of Artificial Intelligence, 2019
- Best Student Paper Award, International Conference on Machine Learning, 2020
- Holds two US patents for efficient data processing technologies
Research Experience
- Postdoctoral Fellow at MIT, 2020-2022, involved in multiple AI-related projects
- Intern at Google AI Lab, Summer 2018, focused on optimizing NLP models
Education
- Ph.D., Massachusetts Institute of Technology (MIT), Advisor: Prof. John Smith, 2015-2020, Major: Computer Science
- B.S., Harvard University, 2011-2015, Major: Mathematics and Computer Science
Background
- Research Interests: Machine Learning, Artificial Intelligence
- Field of Specialization: Computer Science
- Brief Introduction: Focuses on developing new algorithms to solve complex problems.
Miscellany
- Personal Interests: Reading science fiction, Traveling
- Hobbies: Running marathons
Co-authors
11 total
Alexandru Paul Condurache
University of Luebeck / Robert Bosch GmbH
Co-author 2
Peter Sanders
Professor of Computer Science, Karlsruhe Institute of Technology
Roman Dementiev
Intel
Co-author 5
Rinor Cakaj
Robert Bosch GmbH & University of Stuttgart
Bin Yang
University of Stuttgart, Germany
Lukas Meiner
Robert Bosch GmbH & University of Lübeck
×
Welcome back
Sign in to Agora
Welcome back! Please sign in to continue.
Email address
Password
Forgot password?
Continue
Do not have an account?
Sign up