Timo Sämann

Leverage Temporal Consistency for Robust Semantic Video Segmentation

H. Groß, Timo Sämann, Karl Amende, 2019 .

Improving Predictive Performance and Calibration by Weight Fusion in Semantic Segmentation

C. Stiller, H. Groß, A. Hammam, 2022, ArXiv.

Improving Predictive Performance and Calibration by Weight Fusion in Semantic Segmentation

C. Stiller, H. Groß, A. Hammam, 2022, ArXiv.

Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety

Sebastian J. Wirkert, S. E. Ghobadi, Sujan Sai Gannamaneni, 2021, ArXiv.

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

Horst-Michael Groß, Hauke Kaulbersch, Timo Sämann, 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW).

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

Lydia Gauerhof, Timo Sämann, Gesina Schwalbe, 2020, SAFECOMP Workshops.

Efficient Semantic Segmentation for Visual Bird's-eye View Interpretation pdf

Timo Sämann, Karl Amende, Stefan Milz, 2018, IAS.

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

Timo Sämann, Peter Schlicht, Fabian Hüger, 2020, ArXiv.