FG
Florian Geissler
cs.AIcond-mat.mes-hallcs.LGcs.CVeess.SPcond-mat.str-elcs.CLcs.NIcs.ETcs.HC
On Valency
published · living versionsW_sxbcxvka·v1 · currentpublished
A Low-cost Strategic Monitoring Approach for Scalable and Interpretable Error Detection in Deep Neural Networks
with Syed Qutub, Michael Paulitsch, Karthik Pattabiraman
1 version
W_9thfy7n3·v1published
Preprints & journals
23 papers in the corpus · 2010–2026From Structured Records to Patient Narratives: Preserving Clinical Alignment in LLM-Generated Health Summaries2610.31467v1 · Bayram Ayadi, Florian Geissler, Johanna Schmidhuber2026 · 0 citationsarXivon Valency
Towards Dependable Retrieval-Augmented Generation Using Factual Confidence Prediction2605.05244v1 · Florian Geissler, Francesco Carella, Laura Fieback et al.2026 · 0 citationsarXiv
BenchQC -- Scalable and modular benchmarking of industrial quantum computing applications2504.11204v1 · Florian Geissler, Eric Stopfer, Christian Ufrecht et al.2025 · 2 citationsProceedings of the QUEST-IS conference 2025 (short version)
Towards Automated Safety Requirements Derivation Using Agent-based RAG2504.11243v1 · Balahari Vignesh Balu, Florian Geissler, Francesco Carella et al.2025 · 9 citationsProceedings of the AAAI-make Spring Symposium, 2025
Concept-Guided LLM Agents for Human-AI Safety Codesign2404.15317v1 · Florian Geissler, Karsten Roscher, Mario Trapp2024 · 9 citationsProceedings of the AAAI-make Spring Symposium, 2024
A Low-cost Strategic Monitoring Approach for Scalable and Interpretable Error Detection in Deep Neural Networks2310.20349v1 · Florian Geissler, Syed Qutub, Michael Paulitsch et al.2023 · 8 citationsIn: Guiochet, J., Tonetta, S., Bitsch, F. (eds) Computer Safety, Reliability, and Security. SAFECOMP 2023. Lecture Notes in Computer Science, vol 14181. Springer, Chamon Valency
Large-Scale Application of Fault Injection into PyTorch Models -- an Extension to PyTorchFI for Validation Efficiency2310.19449v1 · Ralf Graafe, Qutub Syed Sha, Florian Geissler et al.2023 · 7 citationsarXiv
BEA: Revisiting anchor-based object detection DNN using Budding Ensemble Architecture2309.08036v4 · Syed Sha Qutub, Neslihan Kose, Rafael Rosales et al.2023 · 0 citationsarXiv
Hardware faults that matter: Understanding and Estimating the safety impact of hardware faults on object detection DNNs2209.03225v1 · Syed Qutub, Florian Geissler, Yang Peng et al.2022 · 8 citationsarXiv
Cooperative RADAR Sensors for the Digital Test Field A9 (KoRA9): Algorithmic Recap and Lessons Learned2201.01097v1 · Soren Kohnert, Julian Stahler, Reinhard Stolle et al.2022 · 4 citationsarXiv
Fault-Tolerant Perception for Automated Driving A Lightweight Monitoring Approach2111.12360v1 · Cornelius Buerkle, Florian Geissler, Michael Paulitsch et al.2021 · 9 citationsarXiv
Towards a Safety Case for Hardware Fault Tolerance in Convolutional Neural Networks Using Activation Range Supervision2108.07019v1 · Florian Geissler, Syed Qutub, Sayanta Roychowdhury et al.2021 · 10 citationsProceedings of the Workshop on Artificial Intelligence Safety 2021
A Plausibility-based Fault Detection Method for High-level Fusion Perception Systems2009.14756v1 · Florian Geissler, Alex Unnervik, Michael Paulitsch2020 · 19 citationsIEEE Open Journal of Intelligent Transportation Systems (OJ-ITS), 2020
Optimized sensor placement for dependable roadside infrastructures1910.05314v1 · Florian Geissler, Ralf Graefe2019 · 35 citations2019 IEEE Intelligent Transportation Systems Conference (ITSC)
Designing a Roadside Sensor Infrastructure to Support Automated Driving1902.09477v1 · Florian Geissler, Soren Kohnert, Reinhard Stolle2019 · 21 citations2018 21st International Conference on Intelligent Transportation Systems (ITSC)
A Roadmap Towards Resilient Internet of Things for Cyber-Physical Systems1810.06870v2 · Denise Ratasich, Faiq Khalid, Florian Geissler et al.2018 · 137 citationsIEEE Access 7 (2019) 13260 - 13283
Backscattering in a helical liquid induced by Rashba spin-orbit coupling and electron interactions: locality, symmetry, and cutoff aspects1706.09071v1 · Maxim Kharitonov, Florian Geissler, Bjorn Trauzettel2017 · 17 citationsPhys. Rev. B 96, 155134 (2017)
When intuition fails in assessing conditional risks: the example of the frog riddle1705.00902v1 · Daniel Hetterich, Florian Geissler2017 · 0 citationsarXiv
Magnetic moments in a helical edge can make weak correlations seem strong1602.08102v2 · Jukka I. Vayrynen, Florian Geissler, Leonid I. Glazman2016 · 49 citationsPhys. Rev. B 93, 241301(R) (2016)
Evidence for broken Galilean invariance at the quantum spin Hall edge1507.06419v2 · Florian Geissler, Francois Cr'epin, Bjorn Trauzettel2015 · 9 citationsPhys. Rev. B 92, 235108 (2015)
Random Rashba spin-orbit coupling at the quantum spin Hall edge1403.1082v2 · Florian Geissler, Francois Cr'epin, Bjorn Trauzettel2014 · 54 citationsPhys. Rev. B 89, 235136 (2014)
Group theoretical and topological analysis of the quantum spin Hall effect in silicene1305.0766v2 · Florian Geissler, Jan Carl Budich, Bjorn Trauzettel2013 · 46 citationsNew J. Phys. 15 (2013) 085030
Synchronization of unidirectional time delay chaotic networks and the greatest common divisor1012.0990v2 · I. Kanter, M. Zigzag, A. Englert et al.2010 · 70 citationsEPL 93, 60003 (2011)
Career total: 32 works. 23 are in this corpus.
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