no code implementations • 8 Jun 2023 • Marco Braun, Moritz Luszek, Mirko Meuter, Dominic Spata, Kevin Kollek, Anton Kummert
These approaches derive scene dynamics implicitly by correlating novel input and memorized data utilizing ConvNets.
no code implementations • 5 Jun 2023 • Marco Braun, Moritz Luszek, Jan Siegemund, Kevin Kollek, Anton Kummert
In this work, we introduce a novel Deep Learning-based method to perceive the environment of a vehicle based on radar scans while accounting for uncertainties in its predictions.
no code implementations • 22 May 2023 • Marco Braun, Alessandro Cennamo, Markus Schoeler, Kevin Kollek, Anton Kummert
State-of-the-art algorithms for environment perception based on radar scans build up on deep neural network architectures that can be costly in terms of memory and computation.
no code implementations • 19 Jan 2023 • Markus Fleschutz, Markus Bohlayer, Marco Braun, Michael D. Murphy
However, to identify the necessary investments in energy conversion and storage technologies to leverage demand response (DR) potentials, companies need to assess the value of flexibility.