SQ
Syed Qutub
cs.AIcs.CVcs.LGeess.IV
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 Florian Geissler, Michael Paulitsch, Karthik Pattabiraman
1 version
Preprints & journals
5 papers in the corpus · 2021–2025BlueGlass: A Framework for Composite AI Safety2507.10106v1 · Harshal Nandigramwar, Syed Qutub, Kay-Ulrich Scholl2025 · 0 citationsarXiv
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
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
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
Career total: 9 works. 5 are in this corpus.
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