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Karsten Roscher

Observed name: Roscher, Karsten
ORCID: 0000-0002-9458-104X
Observed ORCID: 0000-0002-9458-104X
OpenAlex ID: A5050789675
Benchmarking Uncertainty Estimation Methods for Deep Learning with Safety-Related Metrics
2022 · Henne, Maximilian, Schwaiger, Adrian, et al. · Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft) · 46
CVIP: A Protocol for Complex Interactions Among Connected Vehicles
2020 · Bernhard Hafner, Josef Jiru, et al. · IEEE Intelligent Vehicles Symposium · 25
Is Uncertainty Quantification in Deep Learning Sufficient for Out-of-Distribution Detection?
2022 · Schwaiger, Adrian, Sinhamahapatra, Poulami, et al. · Fraunhofer-Publica (Fraunhofer-Gesellschaft) · 20
OODformer: Out-Of-Distribution Detection Transformer
2021 · Koner, Rajat, Sinhamahapatra, Poulami, et al. · arXiv (Cornell University) · 16
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The Role of Uncertainty Quantification for Trustworthy AI
2024 · Jessica Deuschel, Andreas Foltyn, et al. · Springer eBooks · 14
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Security Overhead and Its Impact in VANETs
2015 · Sebastian Bittl, Karsten Roscher, et al. · IFIP Wireless and Mobile Networking Conference (WMNC) · 11
Forwarding in VANETs: GeoNetworking
2015 · Andrea Tomatis, Hamid Menouar, et al. · Springer eBooks · 10
Concept-Guided LLM Agents for Human-AI Safety Codesign
2024 · Florian Geissler, Karsten Roscher, et al. · Proceedings of the AAAI Symposium Series · 9
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OODformer: Out-Of-Distribution Detection Transformer
2021 · Rajat Koner, Poulami Sinhamahapatra, et al. · British Machine Vision Conference (BMVC) · 9
Concept Correlation and Its Effects on Concept-Based Models
2023 · Lena Heidemann, Maureen Monnet, et al. · IEEE Winter Conference on Applications of Computer Vision · 8
Effective Certificate Distribution in ETSI ITS VANETs Using Implicit and Explicit Requests
2015 · Sebastian Bittl, Berke Aydinli, et al. · Lecture notes in computer science · 8
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Safe Robot Navigation Using Constrained Hierarchical Reinforcement Learning
2022 · Felippe Schmoeller Roza, Hassan Rasheed, et al. · International Conference on Machine Learning and Applications · 7
A position-based routing module for simulation of VANETs in ns-3
2012 · Konstantinos Katsaros, Mehrdad Dianati, et al. · International ICST Conference on Simulation Tools and Techniques (SIMUTools) · 7
A Position-based Routing Module for Simulation of VANETs in NS-3
2012 · Konstantinos Katsaros, Mehrdad Dianati, et al. · International ICST Conference on Simulation Tools and Techniques (SIMUTools) · 7
Can you trust your Agent? The Effect of Out-of-Distribution Detection on the Safety of Reinforcement Learning Systems
2024 · Tom Haider, Karsten Roscher, et al. · ACM Symposium on Applied Computing · 6
Measuring Ensemble Diversity and its Effects on Model Robustness
2022 · Heidemann, Lena, Schwaiger, Adrian, et al. · Fraunhofer-Publica (Fraunhofer-Gesellschaft) · 6
From Black-box to White-box: Examining Confidence Calibration under different Conditions
2021 · Schwaiger, Franziska, Henne, Maximilian, et al. · arXiv (Cornell University) · 6
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Out-of-Distribution Detection for Reinforcement Learning Agents with Probabilistic Dynamics Models
2023 · Tom Haider, Karsten Roscher, et al. · Adaptive Agents and Multi-Agents Systems · 5
Towards Human-Interpretable Prototypes for Visual Assessment of Image Classification Models
2023 · Poulami Sinhamahapatra, Lena Heidemann, et al. · International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP) · 4
Know Thy Neighbor - A Data-Driven Approach to Neighborhood Estimation in VANETs
2017 · Karsten Roscher, Thomas Nitsche, et al. · IEEE Vehicular Technology Conference · 4
Reliable message forwarding in VANETs for delay-sensitive applications
2016 · Karsten Roscher, Gerhard Maierbacher · International Symposium on Wireless Communication Systems · 4
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CVIP: A Protocol for Complex Interactions Among Connected Vehicles
2025 · Häfner, Bernhard, Jiru, Josef, et al. · Fraunhofer-Publica (Fraunhofer-Gesellschaft) · 3
Cooperative glare reduction using V2V radio technology
2013 · Torsten Steiner, Karsten Roscher, et al. · IEEE International Symposium on Wireless Vehicular Communications (WiVeC) · 3
Enhancing Interpretability of Vertebrae Fracture Grading using Human-interpretable Prototypes
2024 · Poulami Sinhamahapatra, Suprosanna Shit, et al. · The Journal of Machine Learning for Biomedical Imaging · 2
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Is it all a cluster game? -- Exploring Out-of-Distribution Detection based on Clustering in the Embedding Space
2022 · Sinhamahapatra, Poulami, Koner, Rajat, et al. · arXiv (Cornell University) · 2
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Works count: 105
Citation count: 291
H-index: 9
I10-index: 8
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