Biography

I’m a researcher of artificial intelligence at DFKI and RPTU Kaiserslautern-Landau. My research interests include efficient deep learning, transformer models, multimodal learning, and computer vision. In my PhD project, my focus lies on the development of efficient transformer models for vision, language, and multimodal tasks.

Interests
  • Artificial Intelligence
  • Computer Vision
  • Efficient Transformer Models
Education
  • M.Sc. in Mathematics, 2022

    Leibniz University Hannover

  • B.Sc. in Computer Science, 2022

    Leibniz University Hannover

  • B.Sc. in Mathematics, 2019

    Leibniz University Hannover

Skills

Technical
Python
Linux Terminal
LaTeX
Hobbies
Electric Guitar
Hiking
Bicycle Traveling

Recent Publications

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(2024). Stochastic Control with Signatures. Stochastic Control with Signatures.

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(2022). Stochastic Optimal Control using Signatures. Master Thesis.

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(2021). Explaining Graph Neural Networks. Bachelor Thesis.

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Projects

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Albatross
At its core, Albatross is a research project in the area of continual learning.
Albatross
Sustainable Embedded AI
Energy- and data-saving methods for environmental perception in embedded AI systems using the case study of smart factory and smart farming applications; funded by the Carl Zeiss Foundation.
Sustainable Embedded AI
SustAInML
SustainML is dedicated to creating a sustainable ML framework for Green AI. By prioritizing energy efficiency, SustainML aims to pave the way for environmentally conscious AI solutions that are both efficient and effective.
SustAInML

Contact

If you have any questions, want to collaborate, or just want to chat, feel free to reach out to me.

  • tobias_christian.nauen@dfki.de
  • Trippstadter Str. 122, Kaiserslautern, 67663
  • Enter the main building and take the stairs to Office 3.09 on the third floor.