StyleLess layer: Improving robustness for real-world driving

Julien Rebut, Andrei Bursuc, Patrick Pérez

Deep Neural Networks (DNNs) are a critical component for self-driving vehicles. They achieve impressive performance by reaping information from high amounts of labeled data. Yet, t…