1 code implementation • 4 Dec 2023 • Joshua Niemeijer, Manuel Schwonberg, Jan-Aike Termöhlen, Nico M. Schmidt, Tim Fingscheidt
In a second step, we train a generalizing model by adapting towards this pseudo-target domain.
no code implementations • 24 Apr 2023 • Manuel Schwonberg, Joshua Niemeijer, Jan-Aike Termöhlen, Jörg P. Schäfer, Nico M. Schmidt, Hanno Gottschalk, Tim Fingscheidt
DNNs play a significant role in environment perception for the challenging application of automated driving and are employed for tasks such as detection, semantic segmentation, and sensor fusion.
no code implementations • 8 Feb 2023 • Sudhanshu Mittal, Joshua Niemeijer, Jörg P. Schäfer, Thomas Brox
Active learning is particularly of interest for semantic segmentation, where annotations are costly.