2025

• Bauer, Johannes C.; Dechent, Johanna; Trattnig, Stephan; Geng, Paul; Wächter, Sonja; Daub, Rüdiger: Few-Shot Learning-Based Analysis of Production Areas Using Large Foundation Models and Metric Learning. 2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA), IEEE, 2025, 1-4 mehr…
• Bauer, Johannes C.; Geng, Paul; Trattnig, Stephan; Dokládal, Petr; Daub, Rüdiger: Multi-Level Feature Fusion for Continual Learning in Visual Quality Inspection. 2025 13th International Conference on Control, Mechatronics and Automation (ICCMA), IEEE, 2025 mehr…
• Bauer, Johannes C.; Geng, Paul; Trattnig, Stephan; Dokládal, Petr; Daub, Rüdiger: A Dataset and Baseline for Deep Learning-Based Visual Quality Inspection in Remanufacturing. 2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA), IEEE, 2025, 1-8 mehr…
• Bauer, Johannes C.; Trattnig, Stephan; Geng, Paul; Raffin, Tim; Daub, Rüdiger: A continual active learning approach to adapt neural networks to distribution shifts in quality monitoring applications. The International Journal of Advanced Manufacturing Technology 138 (9-10), 2025, 4137-4153 mehr…
• Bauer, Johannes C.; Trattnig, Stephan; Vieltorf, Fabian; Daub, Rüdiger: Handling data drift in deep learning-based quality monitoring: evaluating calibration methods using the example of friction stir welding. Journal of Intelligent Manufacturing, 2025 mehr…
• Geng, Paul; Fendt, Sebastian; Trattnig, Stephan; Bauer, Johannes C.; Tanz, Lukas; Daub, Rüdiger: Experimental Investigation on the Handling Stability of Vacuum Grippers with Multiple Suction Cups. 2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA), IEEE, 2025, 1-8 mehr…
• Geng, Paul; Pressnig, Michael Jonas; Bauer, Johannes C.; Trattnig, Stephan; Tanz, Lukas; Daub, Rüdiger: Digital Workpiece Model Creation for the Automated Configuration and Commissioning of Industrial Robotic Applications. 2025 IEEE 21st International Conference on Automation Science and Engineering (CASE), IEEE, 2025, 1201-1206 mehr…
• Müller, Julian; Trattnig, Stephan; Heuss, Lisa; Geng, Paul; Tanz, Lukas; Daub, Rüdiger: Automated Workspace Scanning with Local Areas of Interest in the Context of Industrial Robots as a Service (IRaaS). 2025 IEEE 21st International Conference on Automation Science and Engineering (CASE), IEEE, 2025, 1219-1224 mehr…