June 01, 2026
Train, Test, Re-evaluate: Schedule-Sensitive Evaluation of Generative Data for Hand Detection
Atmika Bhardwaj, Silvia Vock, Nico Steckhan
May 26, 2026
Semantic Robustness Probing via Inpainting: An Interactive Tool for Data Augmentation for Safety-Critical Object Detection
Nico Steckhan, Krutarth Prajapati, Weijia Shao, Jonas Heinle & Silvia Vock
March 10, 2026
Stylized Synthetic Augmentation Further Improves Corruption Robustness
Georg Siedel, Rojan Regmi, Abhirami Anand, Weijia Shao, Silvia Vock & Andrey Morozov
February 12, 2026
Risk and reliability evaluation of future industrial automation systems: a systematic literature review and research agenda
Andrey Morozov, Tagir Fabarisov, Silvia Vock, Georg Siedel, Victor Bolbot, Stefan Voß
February 10, 2026
Improving and Evaluating the Corruption Robustness of Image Classifiers Using Random p-Norm Noise
Georg Siedel, Weijia Shao, Silvia Vock & Andrey Morozov