Evgenia Rusak Eberhard-Karls-Universität Tübingen Wilhelm-Schickard Institut für Informatik Lehrstuhl Technische Informatik B201 72076 Tübingen Telefon: +49 (7071) 29-78997 E-Mail: rusak

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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.