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2020 – today
- 2023
[c5]Ralf Gräfe, Syed Sha Qutub, Florian Geissler, Michael Paulitsch:
Large-Scale Application of Fault Injection into PyTorch Models -an Extension to PyTorchFI for Validation Efficiency. DSN-S 2023: 56-62- [i4]Ralf Gräfe, Syed Sha Qutub, Florian Geissler, Michael Paulitsch:
Large-Scale Application of Fault Injection into PyTorch Models - an Extension to PyTorchFI for Validation Efficiency. CoRR abs/2310.19449 (2023) - 2022
- [c4]Syed Sha Qutub
, Florian Geissler, Yang Peng, Ralf Gräfe, Michael Paulitsch, Gereon Hinz, Alois C. Knoll:
Hardware Faults that Matter: Understanding and Estimating the Safety Impact of Hardware Faults on Object Detection DNNs. SAFECOMP 2022: 298-318 - [i3]Syed Sha Qutub, Florian Geissler, Yang Peng, Ralf Gräfe, Michael Paulitsch, Gereon Hinz, Alois C. Knoll:
Hardware faults that matter: Understanding and Estimating the safety impact of hardware faults on object detection DNNs. CoRR abs/2209.03225 (2022) - 2021
- [c3]Florian Geissler, Syed Sha Qutub, Sayanta Roychowdhury, Ali Asgari Khoshouyeh, Yang Peng, Akash Dhamasia, Ralf Graefe, Karthik Pattabiraman, Michael Paulitsch:
Towards a Safety Case for Hardware Fault Tolerance in Convolutional Neural Networks Using Activation Range Supervision. AISafety@IJCAI 2021 - [i2]Florian Geissler, Syed Sha Qutub, Sayanta Roychowdhury, Ali Asgari Khoshouyeh, Yang Peng, Akash Dhamasia, Ralf Graefe, Karthik Pattabiraman, Michael Paulitsch:
Towards a Safety Case for Hardware Fault Tolerance in Convolutional Neural Networks Using Activation Range Supervision. CoRR abs/2108.07019 (2021) - 2020
- [c2]Jyotika Athavale, Andrea Baldovin, Ralf Graefe, Michael Paulitsch, Rafael Rosales:
AI and Reliability Trends in Safety-Critical Autonomous Systems on Ground and Air. DSN Workshops 2020: 74-77
2010 – 2019
- 2019
- [c1]Florian Geissler, Ralf Gräfe:
Optimized sensor placement for dependable roadside infrastructures. ITSC 2019: 2408-2413 - [i1]Florian Geissler, Ralf Graefe:
Optimized sensor placement for dependable roadside infrastructures. CoRR abs/1910.05314 (2019)
Coauthor Index
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