Unsupervised Temporal Consistency Metric for Video Segmentation in Highly-Automated Driving. - Serin Varghese; Yasin Bayzidi; Andreas Bär; Nikhil Kapoor; Sounak Lahiri; Jan David Schneider; Nico M. Schmidt; Peter Schlicht; Fabian Hüger; Tim Fingscheidt (CVPR Workshops, 2020)

Street-Map Based Validation of Semantic Segmentation in Autonomous Driving. - Laura von Rüden; Tim Wirtz; Fabian Hüger; Jan David Schneider; Nico Piatkowski; Christian Bauckhage (ICPR, 2020)

Towards Map-Based Validation of Semantic Segmentation Masks. - Laura von Rüden; Tim Wirtz; Fabian Hüger; Jan David Schneider; Christian Bauckhage (CoRR, 2020)

Plants Don't Walk on the Street: Common-Sense Reasoning for Reliable Semantic Segmentation. - Linara Adilova; Elena Schulz; Maram Akila; Sebastian Houben; Jan David Schneider; Fabian Hüger; Tim Wirtz (CVPR Workshops, 2021)

An Unsupervised Temporal Consistency (TC) Loss To Improve the Performance of Semantic Segmentation Networks. - Serin Varghese; Sharat Gujamagadi; Marvin Klingner; Nikhil Kapoor; Andreas Bär; Jan David Schneider; Kira Maag; Peter Schlicht; Fabian Hüger; Tim Fingscheidt (CVPR Workshops, 2021)

From a Fourier-Domain Perspective on Adversarial Examples to a Wiener Filter Defense for Semantic Segmentation. - Nikhil Kapoor; Andreas Bär; Serin Varghese; Jan David Schneider; Fabian Hüger; Peter Schlicht; Tim Fingscheidt (IJCNN, 2021)

Validation of Simulation-Based Testing: Bypassing Domain Shift with Label-to-Image Synthesis. - Julia Rosenzweig; Eduardo Brito; Hans-Ulrich Kobialka; Maram Akila; Nico M. Schmidt; Peter Schlicht; Jan David Schneider; Fabian Hüger; Matthias Rottmann; Sebastian Houben; Tim Wirtz (IV Workshops, 2021)

Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety. - Sebastian Houben; Stephanie Abrecht; Maram Akila; Andreas Bär; Felix Brockherde; Patrick Feifel; Tim Fingscheidt; Sujan Sai Gannamaneni; Seyed Eghbal Ghobadi; Ahmed Hammam; Anselm Haselhoff; Felix Hauser; et al. (CoRR, 2021)

Performance Limiting Factors of Deep Neural Networks for Pedestrian Detection. - Yasin Bayzidi; Alen Smajic; Jan David Schneider; Fabian Hüger; Ruby Moritz; Alois C. Knoll (BMVC, 2022)

Tailored Uncertainty Estimation for Deep Learning Systems. - Joachim Sicking; Maram Akila; Jan David Schneider; Fabian Hüger; Peter Schlicht; Tim Wirtz; Stefan Wrobel (CoRR, 2022)