Model-Based Error Detection for Industrial Automation Systems Using LSTM Networks. - Sheng Ding; Andrey Morozov 001; Silvia Vock; Michael Weyrich; Klaus Janschek (IMBSA, 2020)

Utilizing Class Separation Distance for the Evaluation of Corruption Robustness of Machine Learning Classifiers. - Georg Siedel; Silvia Vock; Andrey Morozov 001; Stefan Voß 002 (AISafety@IJCAI, 2022)

Investigating the Corruption Robustness of Image Classifiers with Random Lp-norm Corruptions. - Georg Siedel; Silvia Vock; Andrey Morozov 001 (CoRR, 2023)

Investigating the Corruption Robustness of Image Classifiers with Random p-norm Corruptions. - Georg Siedel; Weijia Shao; Silvia Vock; Andrey Morozov 001 (VISIGRAPP (2): VISAPP, 2024)

Dynamic Risk Assessment for Human-Robot Collaboration Using a Heuristics-based Approach. - Georgios Katranis; Frederik Plahl; Joachim Grimstad; Ilshat Mamaev; Silvia Vock; Andrey Morozov 001 (CoRR, 2025)

Combined Image Data Augmentations diminish the benefits of Adaptive Label Smoothing. - Georg Siedel; Ekagra Gupta; Weijia Shao; Silvia Vock; Andrey Morozov 001 (CoRR, 2025)