Papers matching “training data generation” 816
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Generation of Synthetic Data for DL-based Defect Detection in the Automotive Context2025 IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) conference-paper Engineering Industrial Vision Systems and Defect Detection
Alexander Moriz, Dominik Wolfschläger, Miguel Suchodolak, Achim Byl, Friedrich Wolf, Kai Wege, +2 more
0citations -
Deep Neural Networks for Analysis of Microscopy Images—Synthetic Data Generation and Adaptive Sampling2021 Crystals article Materials Science Machine Learning in Materials Science Open access cited by 3 patents
Patrick Trampert, Dmitri Rubinstein, Faysal Boughorbel, Christian Schlinkmann, Maria Luschkova, Philipp Slusallek, +2 more
40citations -
GAN-based generation of realistic 3D volumetric data: A systematic review and taxonomy2024 Medical Image Analysis review Computer Science Generative Adversarial Networks and Image Synthesis Open access
André Filipe Ferreira, Jianning Li, Kelsey L. Pomykala, Jens Kleesiek, Victor Alves, Jan Egger
45citations -
Transferable Fast Calorimeter Shower Generation via Multi-Geometry Pre-training2026 arXiv (Cornell University) preprint Physics and Astronomy Particle Detector Development and Performance Open access
Thorsten Buss, Henry Day-Hall, Frank Gaede, Gregor Kasieczka, Katja Krüger, Peter McKeown, +1 more
0citations -
Semantic segmentation in construction environments—SegFormer checkpoint and synthetic training data2026 RWTH Publications (RWTH Aachen) dataset Computer Science Advanced Neural Network Applications Open access
Jorge Luis Jiménez Aparicio, Artem Bliznyuk, Böken David, Heinz-Jürgen Roßmann
0citations -
Comparing the Benefit of Synthetic Training Data for Various Automatic Speech Recognition Architectures2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) conference-paper Computer Science Speech Recognition and Synthesis Open access
Nick Rossenbach, Mohammad Zeineldeen, Benedikt Hilmes, Ralf Schlüter, Hermann Ney
4citations -
Distributed Privacy-Preserving Data Analysis in NFDI4Health With the Personal Health Train2023 Proceedings of the Conference on Research Data Infrastructure conference-paper Computer Science Privacy-Preserving Technologies in Data Open access
Yongli Mou, Li Fei-Fei, Sven Weber, Sabith Haneef, Hans Meine, Liliana Caldeira, +7 more
2citations -
Learning Analytics Data Visualization in a Virtual Reality Teacher Training Simulation2025 RWTH Publications (RWTH Aachen) conference-paper Computer Science Online Learning and Analytics Open access
Birte Heinemann, Sergej Görzen, Ana Dragoljic, Jasmin Hartanto, Lars Florian Meiendresch, Jona Recker, +3 more
0citations -
Generating Cardiovascular Data to Improve Training of Assistive Heart Devices2023 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Engineering Mechanical Circulatory Support Devices
Johannes Kummert, Alexander Schulz, Robert Feldhans, Moriz Habigt, Maike Stemmler, Christina Kohler, +3 more
2citations