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2020 – today
- 2023
[i3]Stephanie Abrecht, Alexander Hirsch, Shervin Raafatnia, Matthias Woehrle:
Deep Learning Safety Concerns in Automated Driving Perception. CoRR abs/2309.03774 (2023)- 2021
- [j1]Stephanie Abrecht, Lydia Gauerhof, Christoph Gladisch, Konrad Groh, Christian Heinzemann, Matthias Woehrle:
Testing Deep Learning-based Visual Perception for Automated Driving. ACM Trans. Cyber Phys. Syst. 5(4): 37:1-37:28 (2021) - [i2]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, Christian Heinzemann, Marco Hoffmann, Nikhil Kapoor, Falk Kappel, Marvin Klingner, Jan Kronenberger, Fabian Küppers, Jonas Löhdefink, Michael Mlynarski, Michael Mock, Firas Mualla, Svetlana Pavlitskaya, Maximilian Poretschkin, Alexander Pohl, Varun Ravi Kumar, Julia Rosenzweig, Matthias Rottmann, Stefan Rüping, Timo Sämann, Jan David Schneider, Elena Schulz, Gesina Schwalbe
, Joachim Sicking, Toshika Srivastava, Serin Varghese, Michael Weber, Sebastian Wirkert, Tim Wirtz, Matthias Woehrle:
Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety. CoRR abs/2104.14235 (2021) - 2020
- [c2]Stephanie Abrecht, Maram Akila, Sujan Sai Gannamaneni, Konrad Groh, Christian Heinzemann, Sebastian Houben, Matthias Woehrle:
Revisiting Neuron Coverage and Its Application to Test Generation. SAFECOMP Workshops 2020: 289-301 - [c1]Oliver Willers, Sebastian Sudholt, Shervin Raafatnia, Stephanie Abrecht:
Safety Concerns and Mitigation Approaches Regarding the Use of Deep Learning in Safety-Critical Perception Tasks. SAFECOMP Workshops 2020: 336-350 - [i1]Oliver Willers, Sebastian Sudholt, Shervin Raafatnia, Stephanie Abrecht:
Safety Concerns and Mitigation Approaches Regarding the Use of Deep Learning in Safety-Critical Perception Tasks. CoRR abs/2001.08001 (2020)
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