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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.
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.
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Papers共 25 篇Author StatisticsCo-AuthorSimilar Experts
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Evgenia Rusak,Steffen Schneider, George Pachitariu,Luisa Eck,Peter Gehler,Oliver Bringmann,Wieland Brendel,Matthias Bethge
Trans Mach Learn Res (2022)
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