Ralf Gräfe

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 5

Top Topics

Personal Computer

Sensor Placement

Fault Injection

Ant Colony Optimization Algorithm

Top Venues

Publications

Ralf Gräfe, Qutub Syed Sha, Florian Geissler, Michael Paulitsch
Large-Scale Application of Fault Injection into PyTorch Models -an Extension to PyTorchFI for Validation Efficiency. DSN-S (2023)
Ralf Gräfe, Qutub Syed Sha, Florian Geissler, Michael Paulitsch
Large-Scale Application of Fault Injection into PyTorch Models - an Extension to PyTorchFI for Validation Efficiency. CoRR (2023)
Syed 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)
Syed 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 (2022)
Florian Geissler, Ralf Gräfe
Optimized sensor placement for dependable roadside infrastructures. ITSC (2019)