Florian Geissler

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 19

Top Topics

High Scalability

Error Detection

Top Venues

Publications

Florian Geissler, Karsten Roscher, Mario Trapp
Concept-Guided LLM Agents for Human-AI Safety Codesign. AAAI Spring Symposia (2024)
Florian Geissler, Karsten Roscher, Mario Trapp
Concept-Guided LLM Agents for Human-AI Safety Codesign. CoRR (2024)
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)
Ali Asgari Khoshouyeh, Florian Geissler, Syed Qutub, Michael Paulitsch, Prashant Nair, Karthik Pattabiraman
Structural Coding: A Low-Cost Scheme to Protect CNNs from Large-Granularity Memory Faults. SC (2023)
Florian Geissler, Syed Qutub, Michael Paulitsch, Karthik Pattabiraman
A Low-cost Strategic Monitoring Approach for Scalable and Interpretable Error Detection in Deep Neural Networks. CoRR (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)
Qutub Syed Sha, Neslihan Kose, Rafael Rosales, Michael Paulitsch, Korbinian Hagn, Florian Geissler, Yang Peng, Gereon Hinz, Alois Knoll
BEA: Revisiting anchor-based object detection DNN using Budding Ensemble Architecture. CoRR (2023)
Florian Geissler, Syed Qutub, Michael Paulitsch, Karthik Pattabiraman
A Low-Cost Strategic Monitoring Approach for Scalable and Interpretable Error Detection in Deep Neural Networks. SAFECOMP (2023)
Syed Qutub, Neslihan Köse Cihangir, Rafael Rosales, Michael Paulitsch, Korbinian Hagn, Florian Geissler, Yang Peng, Gereon Hinz, Alois C. Knoll
BEA: Revisiting anchor-based object detection DNN using Budding Ensemble Architecture. BMVC (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, Syed Qutub, Sayanta Roychowdhury, Ali Asgari, 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 (2021)
Florian Geissler, Syed Qutub, Sayanta Roychowdhury, Ali Asgari, 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)
Cornelius Bürkle, Florian Geissler, Michael Paulitsch, Kay-Ulrich Scholl
Fault-Tolerant Perception for Automated Driving A Lightweight Monitoring Approach. CoRR (2021)
Denise Ratasich, Faiq Khalid, Florian Geissler, Radu Grosu, Muhammad Shafique, Ezio Bartocci
A Roadmap Toward the Resilient Internet of Things for Cyber-Physical Systems. IEEE Access 7 (2019)
Florian Geissler, Ralf Gräfe
Optimized sensor placement for dependable roadside infrastructures. ITSC (2019)
Florian Geissler, Ralf Graefe
Optimized sensor placement for dependable roadside infrastructures. CoRR (2019)
Denise Ratasich, Faiq Khalid, Florian Geissler, Radu Grosu, Muhammad Shafique, Ezio Bartocci
A Roadmap Towards Resilient Internet of Things for Cyber-Physical Systems. CoRR (2018)
Florian Geissler, Sören Kohnert, Reinhard Stolle
Designing a Roadside Sensor Infrastructure to Support Automated Driving. ITSC (2018)