Timo Sämann

According to our database, Timo Sämann authored at least 8 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Online Out-of-Domain Detection for Automated Driving.

Timo Sämann, Horst-Michael Groß

CoRR, 2023

2022

Improving Predictive Performance and Calibration by Weight Fusion in Semantic Segmentation.

Timo Sämann, Ahmed Mostafa Hammam, Andrei Bursuc, Christoph Stiller, Horst-Michael Groß

CoRR, 2022

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, 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

CoRR, 2021

2020

Strategy to Increase the Safety of a DNN-based Perception for HAD Systems.

Timo Sämann, Peter Schlicht, Fabian Hüger

CoRR, 2020

Structuring the Safety Argumentation for Deep Neural Network Based Perception in Automotive Applications.

Gesina Schwalbe, Bernhard Knie, Timo Sämann, Timo Dobberphul, Lydia Gauerhof, Shervin Raafatnia, Vittorio Rocco

Proceedings of the Computer Safety, Reliability, and Security. SAFECOMP 2020 Workshops, 2020

2019

Complexer YOLO: Real-Time 3D Object Detection and Tracking on Semantic Point Clouds.

Martin Simon, Karl Amende, Andrea Kraus, Jens Honer, Timo Sämann, Hauke Kaulbersch, Stefan Milz, Horst-Michael Gross

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Robust Semantic Video Segmentation through Confidence-based Feature Map Warping.

Timo Sämann, Karl Amende, Stefan Milz, Horst-Michael Groß

Proceedings of the ACM Computer Science in Cars Symposium, 2019

2018

Efficient Semantic Segmentation for Visual Bird's-Eye View Interpretation.

Timo Sämann, Karl Amende, Stefan Milz, Christian Witt, Martin Simon, Johannes Petzold

Proceedings of the Intelligent Autonomous Systems 15, 2018