Joshua Niemeijer

Domain Adaptation and Generalization: A Low-Complexity Approach

Well-performing deep learning methods are essential in today's perception of robotic systems such as autonomous driving vehicles. Ongoing research is due to the real-life demands for robust deep learning models against numerous domain changes and cheap training processes to avoid costly manual-label…