University of Tübingen
Dpt. of Computer Science
- +49 - (0) 70 71 - 29 - 78997
- +49 - (0) 70 71 - 29 - 50 62
- Sand 13, B201
- Office hours
- by appointment
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.
In arXiv preprint arXiv:2104.12928, 2021.
In Advances in Neural Information Processing Systems 33, 2020.
In European Conference on Computer Vision, pages 53–69. Springer, Cham, 2020.
Peer-reviewed publication, 2020.
In CoRR abs/1907.07484, 2019.
|Advanced Topics in Embedded Systems||Summer 2019|
|Efficient Machine Learning in Hardware||Summer 2021 Summer 2022|
|Moderne Architekturen Eingebetteter Systeme||Winter 2019 Winter 2020|
|Proseminar: Moderne Architekturen Eingebetteter Systeme||Winter 2021|