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Florian Geissler
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2020 – today
- 2024
- [c9]Florian Geissler, Karsten Roscher, Mario Trapp:
Concept-Guided LLM Agents for Human-AI Safety Codesign. AAAI Spring Symposia 2024: 100-104 - [i9]Florian Geissler, Karsten Roscher, Mario Trapp:
Concept-Guided LLM Agents for Human-AI Safety Codesign. CoRR abs/2404.15317 (2024) - 2023
- [c8]Syed Sha 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: 792-797 - [c7]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 - [c6]Florian Geissler, Syed Sha Qutub, Michael Paulitsch, Karthik Pattabiraman:
A Low-Cost Strategic Monitoring Approach for Scalable and Interpretable Error Detection in Deep Neural Networks. SAFECOMP 2023: 75-88 - [c5]Ali Asgari Khoshouyeh
, Florian Geissler
, Syed Sha Qutub
, Michael Paulitsch
, Prashant J. Nair
, Karthik Pattabiraman
:
Structural Coding: A Low-Cost Scheme to Protect CNNs from Large-Granularity Memory Faults. SC 2023: 85:1-85:17 - [i8]Syed Sha Qutub, 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 abs/2309.08036 (2023) - [i7]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) - [i6]Florian Geissler, Syed Sha Qutub, Michael Paulitsch, Karthik Pattabiraman:
A Low-cost Strategic Monitoring Approach for Scalable and Interpretable Error Detection in Deep Neural Networks. CoRR abs/2310.20349 (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 - [i5]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 - [i4]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) - [i3]Cornelius Bürkle, Florian Geissler, Michael Paulitsch, Kay-Ulrich Scholl:
Fault-Tolerant Perception for Automated Driving A Lightweight Monitoring Approach. CoRR abs/2111.12360 (2021)
2010 – 2019
- 2019
- [j1]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: 13260-13283 (2019) - [c2]Florian Geissler, Ralf Gräfe:
Optimized sensor placement for dependable roadside infrastructures. ITSC 2019: 2408-2413 - [i2]Florian Geissler, Ralf Graefe:
Optimized sensor placement for dependable roadside infrastructures. CoRR abs/1910.05314 (2019) - 2018
- [c1]Florian Geissler, Sören Kohnert, Reinhard Stolle:
Designing a Roadside Sensor Infrastructure to Support Automated Driving. ITSC 2018: 703-708 - [i1]Denise Ratasich, Faiq Khalid, Florian Geissler, Radu Grosu, Muhammad Shafique, Ezio Bartocci:
A Roadmap Towards Resilient Internet of Things for Cyber-Physical Systems. CoRR abs/1810.06870 (2018)
Coauthor Index
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last updated on 2024-06-04 20:40 CEST by the dblp team
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