Karsten Roscher
Orcid: 0000-0002-9458-104X
According to our database1,
Karsten Roscher
authored at least 39 papers
between 2012 and 2024.
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Bibliography
2024
Finding Dino: A plug-and-play framework for unsupervised detection of out-of-distribution objects using prototypes.
CoRR, 2024
Enhancing Interpretability of Vertebrae Fracture Grading using Human-interpretable Prototypes.
CoRR, 2024
Can you trust your Agent? The Effect of Out-of-Distribution Detection on the Safety of Reinforcement Learning Systems.
Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Proceedings of the AAAI 2024 Spring Symposium Series, 2024
2023
Diffusion Denoised Smoothing for Certified and Adversarial Robust Out-Of-Distribution Detection.
CoRR, 2023
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Towards Human-Interpretable Prototypes for Visual Assessment of Image Classification Models.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023
Proceedings of the IEEE Intelligent Vehicles Symposium, 2023
Out-of-Distribution Detection for Reinforcement Learning Agents with Probabilistic Dynamics Models.
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023
Diffusion Denoised Smoothing for Certified and Adversarial Robust Out Of Distribution.
Proceedings of the IJCAI-23 Joint Workshop on Artificial Intelligence Safety and Safe Reinforcement Learning (AISafety-SafeRL 2023) co-located with the 32nd International Joint Conference on Artificial Intelligence(IJCAI2023), 2023
Proceedings of the Workshop on Artificial Intelligence Safety 2023 (SafeAI 2023) co-located with the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023), 2023
Safety Assurance with Ensemble-based Uncertainty Estimation and overlapping alternative Predictions in Reinforcement Learning.
Proceedings of the Workshop on Artificial Intelligence Safety 2023 (SafeAI 2023) co-located with the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023), 2023
2022
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022
Is it all a cluster game? - Exploring Out-of-Distribution Detection based on Clustering in the Embedding Space.
Proceedings of the Workshop on Artificial Intelligence Safety 2022 (SafeAI 2022) co-located with the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI2022), 2022
Proceedings of the Workshop on Artificial Intelligence Safety 2022 (SafeAI 2022) co-located with the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI2022), 2022
2021
Proceedings of the Embedded Computer Systems: Architectures, Modeling, and Simulation, 2021
Proceedings of the Workshop on Artificial Intelligence Safety 2021 co-located with the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI 2021), 2021
Proceedings of the Workshop on Artificial Intelligence Safety 2021 co-located with the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI 2021), 2021
Proceedings of the 32nd British Machine Vision Conference 2021, 2021
From Black-box to White-box: Examining Confidence Calibration under different Conditions.
Proceedings of the Workshop on Artificial Intelligence Safety 2021 (SafeAI 2021) co-located with the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2021), 2021
2020
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020
Is Uncertainty Quantification in Deep Learning Sufficient for Out-of-Distribution Detection?
Proceedings of the Workshop on Artificial Intelligence Safety 2020 co-located with the 29th International Joint Conference on Artificial Intelligence and the 17th Pacific Rim International Conference on Artificial Intelligence (IJCAI-PRICAI 2020), 2020
Assessing Box Merging Strategies and Uncertainty Estimation Methods in Multimodel Object Detection.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020
Benchmarking Uncertainty Estimation Methods for Deep Learning With Safety-Related Metrics.
Proceedings of the Workshop on Artificial Intelligence Safety, 2020
2018
Time-controlled Neighborhood-driven Policy-based Network Selection Algorithm for Message Dissemination in Hybrid Vehicular Networks.
Proceedings of the 4th International Conference on Vehicle Technology and Intelligent Transport Systems, 2018
2017
Proceedings of the 86th IEEE Vehicular Technology Conference, 2017
2016
Low-delay forwarding with multiple candidates for VANETs using multi-criteria decision making.
Proceedings of the 2016 IEEE Vehicular Networking Conference, 2016
Proceedings of the International Symposium on Wireless Communication Systems, 2016
Proceedings of the Information Systems Security and Privacy, 2016
Proceedings of the 2nd International Conference on Information Systems Security and Privacy, 2016
2015
Effective Certificate Distribution in ETSI ITS VANETs Using Implicit and Explicit Requests.
Proceedings of the Communication Technologies for Vehicles - 8th International Workshop, 2015
Proceedings of the 8th IFIP Wireless and Mobile Networking Conference, 2015
Distribution of Pseudonym Certificates via Bursts for VANETs with Low and Medium Mobility.
Proceedings of the 8th IFIP Wireless and Mobile Networking Conference, 2015
Adaptive decision algorithms for data aggregation in VANETs with defined channel load limits.
Proceedings of the 2015 IEEE Intelligent Vehicles Symposium, 2015
Proceedings of the 2015 International Symposium on Wireless Communication Systems (ISWCS), 2015
2013
Proceedings of the 5th IEEE International Symposium on Wireless Vehicular Communications, 2013
2012
Proceedings of the International ICST Conference on Simulation Tools and Techniques, 2012