Activities
Teaching
Esslingen University of Applied Sciences
| Computer Vision & Deep Learning (Master) | since 2023 |
| Machine Vision (Bachelor) | since 2021 |
| Information Technology (Bachelor) | since 2021 |
HFT Stuttgart
| Computer Vision (Master) | 2015-2018 |
Industry Consultancy
| Multiple ongoing industry advisory roles under NDA | since 2021 |
| Spleenlab GmbH, Member of the Scientific Board | since 2021 |
Membership in External PhD Committees
| Ilmenau University of Technology – Prof. Mäder | 2025 |
| University of Bonn – Prof. Stachniss | 2025 |
| University of Tübingen – Prof. Geiger | 2025 |
| University of Freiburg – Prof. Brox | 2024 |
| Karlsruhe Institute of Technology (KIT) – Prof. Stiller | 2023 |
| Karlsruhe Institute of Technology (KIT) – Prof. Zöllner | 2022 |
| Autonomous University of Barcelona – Prof. López | 2013 |
Workshop and Tutorial Organization
| SAIAD – Safe Artificial Intelligence for All Domains (CVPR/ECCV) | 2019-2025 |
| TRUST-AD – Workshop on Safe and Trustworthy Autonomous Driving (IV) | 2025 |
| SAFE-ROL – Safe and Robust Robot Learning for Operation in the Real World (CoRL) | 2024 |
| Tutorial Chair for ICPR | 2022 |
| 3D-DLAD – 3D Deep Learning for Automated Driving (IV) | 2019-2023 |
| WAD – Workshop on Autonomous Driving (CVPR) | 2018-2019 |
| Workshop on Deep Learning for Autonomous Driving (ITSC) | 2017 |
| Workshop on Computer Vision in Vehicle Technology (CVPR) | 2017 |
| The Mobile Revolution – Machine Intelligence for Autonomous Vehicles (Dagstuhl Seminar) | 2015 |
| 3D Scene Understanding Workshop (ICCV) | 2015 |
| Tutorial on Computer Vision for Autonomous Driving (ICCV) | 2015 |
| Workshop on Scene Understanding for Autonomous Systems (ACCV) | 2014 |
Reviewing Activities
Reviewer for leading conferences and journals in computer vision, machine learning, robotics, and intelligent vehicles.
