Florian Geissler
Orcid: 0000-0002-9776-9603
According to our database1,
Florian Geissler
authored at least 12 papers
between 2018 and 2024.
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Bibliography
2024
Proceedings of the AAAI 2024 Spring Symposium Series, 2024
2023
Structural Coding: A Low-Cost Scheme to Protect CNNs from Large-Granularity Memory Faults.
Proceedings of the International Conference for High Performance Computing, 2023
A Low-Cost Strategic Monitoring Approach for Scalable and Interpretable Error Detection in Deep Neural Networks.
Proceedings of the Computer Safety, Reliability, and Security, 2023
Large-Scale Application of Fault Injection into PyTorch Models -an Extension to PyTorchFI for Validation Efficiency.
Proceedings of the 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2023
BEA: Revisiting anchor-based object detection DNN using Budding Ensemble Architecture.
Proceedings of the 34th British Machine Vision Conference 2023, 2023
2022
Hardware Faults that Matter: Understanding and Estimating the Safety Impact of Hardware Faults on Object Detection DNNs.
Proceedings of the Computer Safety, Reliability, and Security, 2022
2021
CoRR, 2021
Towards a Safety Case for Hardware Fault Tolerance in Convolutional Neural Networks Using Activation Range Supervision.
Proceedings of the Workshop on Artificial Intelligence Safety 2021 co-located with the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI 2021), 2021
2019
IEEE Access, 2019
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019
2018
CoRR, 2018
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018