Silvia Vock

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 5

Top Topics

Multiclass Classification

Discriminant Functions

Learning Machines

Top Venues

VISIGRAPP (2): VISAPP

Publications

Georg Siedel, Weijia Shao, Silvia Vock, Andrey Morozov
Investigating the Corruption Robustness of Image Classifiers with Random p-norm Corruptions. VISIGRAPP (2): VISAPP (2024)
Georg Siedel, Silvia Vock, Andrey Morozov
Investigating the Corruption Robustness of Image Classifiers with Random Lp-norm Corruptions. CoRR (2023)
Georg Siedel, Silvia Vock, Andrey Morozov, Stefan Voß
Utilizing Class Separation Distance for the Evaluation of Corruption Robustness of Machine Learning Classifiers. CoRR (2022)
Georg Siedel, Silvia Vock, Andrey Morozov, Stefan Voß
Utilizing Class Separation Distance for the Evaluation of Corruption Robustness of Machine Learning Classifiers. AISafety@IJCAI (2022)
Sheng Ding, Andrey Morozov, Silvia Vock, Michael Weyrich, Klaus Janschek
Model-Based Error Detection for Industrial Automation Systems Using LSTM Networks. IMBSA (2020)