Karsten Roscher
Karsten Roscher
Researcher, Fraunhofer IKS
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Cited by
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Benchmarking Uncertainty Estimation Methods for Deep Learning With Safety-Related Metrics.
M Henne, A Schwaiger, K Roscher, G Weiss
SafeAI@ AAAI, 83-90, 2020
OODformer: Out-Of-Distribution Detection Transformer
R Koner, P Sinhamahapatra, K Roscher, S Günnemann, V Tresp
arXiv preprint arXiv:2107.08976, 2021
ezCar2X: rapid-prototyping of communication technologies and cooperative its applications on real targets and inside simulation environments
K Roscher, S Bittl, AA Gonzalez, M Myrtus, J Jiru
11th Conference Wireless Communication and Information, 51-62, 2014
Is uncertainty quantification in deep learning sufficient for out-of-distribution detection?
A Schwaiger, P Sinhamahapatra, J Gansloser, K Roscher
Aisafety@ ijcai 54, 2020
Deutsche Normungsroadmap Künstliche Intelligenz
R Adler, A Bunte, S Burton, J Großmann, A Jaschke, P Kleen, JM Lorenz, ...
DIN, 2022
CVIP: A Protocol for Complex Interactions Among Connected Vehicles
B Häfner, J Jiru, K Roscher, J Ott, GA Schmitt, Y Sevilmis
2020 IEEE Intelligent Vehicles Symposium (IV), 510-515, 2020
From Black-box to White-box: Examining Confidence Calibration under different Conditions
F Schwaiger, M Henne, F Küppers, FS Roza, K Roscher, A Haselhoff
arXiv preprint arXiv:2101.02971, 2021
Security overhead and its impact in VANETs
S Bittl, K Roscher, AA Gonzalez
2015 8th IFIP Wireless and Mobile Networking Conference (WMNC), 192-199, 2015
A position-based routing module for simulation of VANETs in ns-3.
K Katsaros, M Dianati, K Roscher
SimuTools, 345-352, 2012
Forwarding in vanets: Geonetworking
A Tomatis, H Menouar, K Roscher
Vehicular ad hoc Networks: Standards, Solutions, and Research, 221-251, 2015
Effective certificate distribution in ETSI ITS VANETs using implicit and explicit requests
S Bittl, B Aydinli, K Roscher
Communication Technologies for Vehicles: 8th International Workshop …, 2015
Domain Shifts in Reinforcement Learning: Identifying Disturbances in Environments.
T Haider, FS Roza, D Eilers, K Roscher, S Günnemann
AISafety@ IJCAI, 2021
Concept Correlation and Its Effects on Concept-Based Models
L Heidemann, M Monnet, K Roscher
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023
ezCar2X: a modular software framework for rapid prototyping of C2X applications
K Roscher, J Jiru, AA Gonzalez, WA Heidrich
9th ITS European Congress, 2013
Know Thy Neighbor-A Data-Driven Approach to Neighborhood Estimation in VANETs
K Roscher, T Nitsche, R Knorr
2017 IEEE 86th Vehicular Technology Conference (VTC-Fall), 1-5, 2017
Low-delay forwarding with multiple candidates for VANETs using multi-criteria decision making
K Roscher, J Jiru, R Knorr
2016 IEEE Vehicular Networking Conference (VNC), 1-8, 2016
Cooperative glare reduction using V2V radio technology
T Steiner, K Roscher, J Jiru
2013 IEEE 5th International Symposium on Wireless Vehicular Communications …, 2013
Out-of-Distribution Detection for Reinforcement Learning Agents with Probabilistic Dynamics Models
T Haider, K Roscher, F Schmoeller da Roza, S Günnemann
Proceedings of the 2023 International Conference on Autonomous Agents and …, 2023
Efficient Authorization Authority Certificate Distribution in VANETs.
S Bittl, K Roscher
ICISSP, 85-96, 2016
Efficient rate-adaptive certificate distribution in VANETs
S Bittl, B Aydinli, K Roscher
2015 International Symposium on Wireless Communication Systems (ISWCS), 371-375, 2015
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