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Woehrle, Matthias
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1

Deep Learning Safety Concerns in Automated Driving Percepti..:

Abrecht, Stephanie ; Hirsch, Alexander ; Raafatnia, Shervin.
IEEE Transactions on Intelligent Vehicles.  , 2024
Link: https://doi.org/10.1109/..
 
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2

Inspect, Understand, Overcome: A Survey of Practical Method..:

, In: Deep Neural Networks and Data for Automated Driving,
Houben, Sebastian ; Abrecht, Stephanie ; Akila, Maram... - p. 3-78 , 2022
Link: https://doi.org/10.1007/..
 
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3

The Good and the Bad: Using Neuron Coverage as a DNN Valida..:

, In: Deep Neural Networks and Data for Automated Driving,
Gannamaneni, Sujan Sai ; Akila, Maram ; Heinzemann, Christian. - p. 383-403 , 2022
Link: https://doi.org/10.1007/..
 
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4

Towards Safety-Aware Pedestrian Detection in Autonomous Sys..:

, In: 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS),
Lyssenko, Maria ; Gladisch, Christoph ; Heinzemann, Christian.. - p. 293-300 , 2022
Link: https://doi.org/10.1109/..
 
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5

On the Necessity of Explicit Artifact Links in Safety Assur..:

, In: 2021 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW),
Gauerhof, Lydia ; Gansch, Roman ; Heinzemann, Christian.. - p. 23-28 , 2021
Link: https://doi.org/10.1109/..
 
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6

Testing Deep Learning-based Visual Perception for Automated..:

Abrecht, Stephanie ; Gauerhof, Lydia ; Gladisch, Christoph...
ACM Transactions on Cyber-Physical Systems (TCPS).  5 (2021)  4 - p. 1-28 , 2021
Link: https://dl.acm.org/doi/1..
 
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7

Testing Deep Learning-based Visual Perception for Automated..:

Abrecht, Stephanie ; Gauerhof, Lydia ; Gladisch, Christoph...
ACM Transactions on Cyber-Physical Systems.  5 (2021)  4 - p. 1-28 , 2021
Link: https://doi.org/10.1145/..
 
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8

Scenario-based threat metric evaluation based on the highd ..:

, In: 2020 IEEE Intelligent Vehicles Symposium (IV),
Schneider, Patrick ; Butz, Martin ; Heinzemann, Christian.. - p. 213-218 , 2020
Link: https://doi.org/10.1109/..
 
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9

Revisiting Neuron Coverage and Its Application to Test Gene..:

, In: Computer Safety, Reliability, and Security. SAFECOMP 2020 Workshops; Lecture Notes in Computer Science,
Abrecht, Stephanie ; Akila, Maram ; Gannamaneni, Sujan Sai... - p. 289-301 , 2020
Link: https://doi.org/10.1007/..
 
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10

Leveraging combinatorial testing for safety-critical comput..:

, In: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW),
Gladisch, Christoph ; Heinzemann, Christian ; Herrmann, Martin. - p. 1314-1321 , 2020
Link: https://doi.org/10.1109/..
 
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11

Model Conformance for Cyber-Physical Systems: A Survey:

Roehm, Hendrik ; Oehlerking, Jens ; Woehrle, Matthias.
ACM Transactions on Cyber-Physical Systems.  3 (2019)  3 - p. 1-26 , 2019
Link: https://doi.org/10.1145/..
 
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12

Open Questions in Testing of Learned Computer Vision Functi..:

, In: Lecture Notes in Computer Science; Computer Safety, Reliability, and Security,
Woehrle, Matthias ; Gladisch, Christoph ; Heinzemann, Christian - p. 333-345 , 2019
Link: https://doi.org/10.1007/..
 
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13

Model Conformance for Cyber-Physical Systems : A Survey:

Roehm, Hendrik ; Oehlerking, Jens ; Woehrle, Matthias.
ACM Transactions on Cyber-Physical Systems.  3 (2019)  3 - p. 1-26 , 2019
Link: https://dl.acm.org/doi/1..
 
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14

Reachset Conformance Testing of Hybrid Automata:

, In: Proceedings of the 19th International Conference on Hybrid Systems: Computation and Control,
Roehm, Hendrik ; Oehlerking, Jens ; Woehrle, Matthias. - p. 277-286 , 2016
Link: https://dl.acm.org/doi/1..
 
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15

Communication in extreme wireless sensor networks:

, In: Proceedings of the 11th ACM Conference on Embedded Networked Sensor Systems,
Cattani, Marco ; Zuniga, Marco ; Woehrle, Matthias. - p. 1-2 , 2013
Link: https://dl.acm.org/doi/1..
 
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