Papers matching “training data generation” 369
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Identification of Martensite Bands in Dual‐Phase Steels: A Deep Learning Object Detection Approach Using Faster Region‐Based‐Convolutional Neural Network2023 steel research international article Engineering Microstructure and Mechanical Properties of Steels Open access
Niklas C. Fehlemann, Ana Lia Suarez Aguilera, Stefan Sandfeld, Maximilian Neite, David Lenz, Markus Könemann, +1 more
9citations -
Robust and fast post-processing of single-shot spin qubit detection events with a neural network2021 Scientific Reports article Physics and Astronomy Quantum and electron transport phenomena Open access
Tom Struck, Javed Lindner, Arne Hollmann, Floyd Schauer, Andreas Schmidbauer, Dominique Bougeard, +1 more
16citations -
Multi-label segmentation of carpal bones in MRI using expansion transfer learning2025 Physics in Medicine and Biology article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent
Stefan Raith, Matthias Deitermann, Tobias Pankert, Ali Modabber, Frank Hölzle, Frank Hildebrand, +1 more
6citations -
Enforcing Fundamental Relations via Adversarial Attacks on Input Parameter Correlations2025 Computing and Software for Big Science article Computer Science Adversarial Robustness in Machine Learning Open access
Lucie Flek, Akbar Karimi, Timo Saala, Alexander G. Schmidt, M. Schott, Philipp Soldin, +1 more
0citations -
Edge Case Detection in Automated Driving: Methods, Challenges, and Future Directions2026 IEEE Transactions on Intelligent Transportation Systems article Engineering Autonomous Vehicle Technology and Safety Open access
Saeed Rahmani, Sabine Rieder, Erwin de Gelder, Marcel Sonntag, Jorge Mallada, Sytze Kalisvaart, +3 more
2citations -
Morphological classification of radio galaxies with Wasserstein generative adversarial network-supported augmentation2023 RAS Techniques and Instruments article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Lennart Rustige, Janis Kummer, Florian Griese, K. Borras, M. Brüggen, Patrick Connor, +4 more
14citations -
Datasets from "MaskTerial: A Foundation Model for Automated 2D Material Flake Detection"2024 JuSER (Forschungszentrum Jülich) article Engineering Industrial Vision Systems and Defect Detection Open access
Jan-Lucas Uslu, Alexander Hermans, Bernd Beschoten, Bastian Leibe, Lutz Waldecker, Christoph Stampfer
0citations -
A finite element-based physics-informed operator learning framework for spatiotemporal partial differential equations on arbitrary domains2024 Engineering With Computers article Physics and Astronomy Model Reduction and Neural Networks Open access
Yusuke Yamazaki, Mayu Muramatsu, Alexandre Viardin, Markus Apel, Tim Brepols, Stefanie Reese, +1 more
39citations -
Algorithm for continual monitoring of fog based on geostationary satellite imagery2025 Atmospheric measurement techniques article Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access
Babak Jahani, Steffen Karalus, Julia Fuchs, Tobias Zech, Marina Zara, Jan Čermák
13citations -
Predicting targeted therapy resistance in non-small cell lung cancer using multimodal machine learning2025 Journal of Thoracic Disease article Medicine Lung Cancer Treatments and Mutations Open access cited by 1 patent
Peiying Hua, Andrea M. Olofson, Faraz Farhadi, Liesbeth M. Hondelink, Gregory Tsongalis, Konstantin H. Dragnev, +4 more
7citations -
Post-graduation career pathways: a nationwide survey among dental students in Germany2024 Clinical Oral Investigations article Health Professions Dental Education, Practice, Research Open access
Daniel G. E. Thiem, Behrus Puladi, Lukas Benedikt Seifert, Philipp Becker, Monika Bjelopavlovic, Patrick Magennis, +2 more
6citations -
Transforming Knowledge into Practice: Science, Technology and Innovation in Support of the UN SDGs2024 Research Ideas and Outcomes article Computer Science Research Data Management Practices Open access
Christos Arvanitidis, Boris Barov, Alberto Basset, Klaas Deneudt, Montserrat Gonzalez-Ferreiro, Federico Drago, +9 more
1citations