Evgenia Rusak
Evgenia Rusak
University of Tübingen
Dpt. of Computer Science
Embedded Systems
Sand 13
72076 Tübingen
Germany
- Telephone
- +49 - (0) 70 71 - 29 - 78997
- Telefax
- +49 - (0) 70 71 - 29 - 50 62
- Office
- Sand 13, B201
- Office hours
- by appointment
Research Interests
To enable a future where autonomous cars can replace human drivers, we have to ensure that the autonomous agents make the right decisions at all times. In particular, bad weather scenarios currently pose a big problem for important tasks such as object detection and scene understanding. In my PhD, I work on improving the robustness of Deep Neural Nets to natural distortions such as rain or snow.
Publications
2019
Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming
by Claudio Michaelis, Benjamin Mitzkus, Robert Geirhos, Evgenia Rusak, Oliver Bringmann, Alexander S. Ecker, Matthias Bethge, and Wieland BrendelIn CoRR abs/1907.07484, 2019.
Research projects
Teaching
| Advanced Topics in Embedded Systems | Summer 2019 |
|---|---|
| Moderne Architekturen Eingebetteter Systeme | Winter 2019 Winter 2020 |