1 code implementation • 28 Mar 2024 • Johann Haselberger, Bonifaz Stuhr, Bernhard Schick, Steffen Müller
Furthermore, we found that feature encoders pretrained on our dataset lead to more precise driving behavior modeling.
no code implementations • 22 Feb 2024 • Johann Haselberger, Maximilian Böhle, Bernhard Schick, Steffen Müller
Despite the increased research focus on driving styles, there remains a need for comprehensive studies investigating how variations in the driving context impact the assessment of automated driving functions.
no code implementations • 20 Feb 2024 • Johann Haselberger, Bernhard Schick, Steffen Müller
Ensuring a safe and comfortable ride experience is vital for the widespread adoption of autonomous vehicles, as mismatches in driving styles between humans and autonomous systems can impact passenger confidence.
1 code implementation • 16 Jun 2022 • Julian Gebele, Bonifaz Stuhr, Johann Haselberger
Unsupervised Domain Adaptation demonstrates great potential to mitigate domain shifts by transferring models from labeled source domains to unlabeled target domains.
Ranked #1 on Domain Adaptation on MuLane