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Papers matching “training data generation” 855

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GAN-based Defect Synthesis for Anomaly Detection in Fabrics
2020 IEEE International Conference on Emerging Technologies and Factory Automation (ETFA) conference-paper Engineering Industrial Vision Systems and Defect Detection cited by 2 patents

Oliver Rippel, Maximilian J. Müller, Dorit Merhof

18

citations
Influence of synthetically generated inclusions on the stress accumulation and concentration in X65 pipeline steel
2021 IOP Conference Series Materials Science and Engineering conference-paper Materials Science Machine Learning in Materials Science Open access

Niklas C. Fehlemann, Yannik Sparrer, Felix Pütz, Markus Könemann, Sebastian Münstermann

11

citations
Wireless channel modeling and estimation by artificial neural networks; 1. Auflage
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Millimeter-Wave Propagation and Modeling Open access

0

citations
The EHA Research Roadmap: Transfusion Medicine
2022 HemaSphere article Medicine Blood transfusion and management Open access

Srini V. Kaveri, Jagadeesh Bayry, Miloš Bohoněk, Andreas S. Buser, Jean‐Daniel Tissot, Ashley Mark Toye, +2 more

4

citations
Efficient person detection with LiDAR sensors for mobile robots
2025 RWTH Publications (RWTH Aachen) dissertation Computer Science Advanced Neural Network Applications Open access

Dan Ping Jia

0

citations
AI Reasoning
2025 Underline Science Inc. other Computer Science Logic, Reasoning, and Knowledge Open access

Subbarao Kambhampati B

0

citations
Physics‐Informed Fourier Neural Operator for Predicting the Full‐Field Stress and Strain Response of Polycrystalline Microstructures
2026 PAMM article Physics and Astronomy Model Reduction and Neural Networks Open access

Ahmad Awad, Lisa Scheunemann

0

citations
Feasibility of Ultrasound-based Scaphoid Bone Model Completion for Surgical Planning
2024 EPiC series in health sciences conference-paper Computer Science Medical Image Segmentation Techniques Open access

Peter Brößner, Christian Berwanger, Kristian Welle, Klaus Radermacher

1

citations
Smaller Language Models are Better Black-box Machine-Generated Text Detectors
2023 arXiv (Cornell University) preprint Computer Science Authorship Attribution and Profiling Open access

Justus Mattern, Sicun Gao, Reza Shokri, Taylor Berg-Kirkpatrick

5

citations
Development of a wind turbine gearbox virtual load sensor using multibody simulation and artificial neural networks
2021 Forschung im Ingenieurwesen article Engineering Gear and Bearing Dynamics Analysis Open access

Baher Azzam, Ralf Schelenz, Björn Roscher, Abdul Baseer, Georg Jacobs

23

citations
Deep Learning Reveals Liver MRI Features Associated With PNPLA3 I148M in Steatotic Liver Disease
2025 Liver International article Medicine Liver Disease Diagnosis and Treatment Open access

Yazhou Chen, Benjamin P. M. Laevens, Teresa Lemainque, Gustav Anton Müller‐Franzes, Tobias Seibel, Carola Dlugosch, +20 more

10

citations
Automated major psoas muscle volumetry in computed tomography using machine learning algorithms
2021 International Journal of Computer Assisted Radiology and Surgery article Computer Science Medical Image Segmentation Techniques Open access

Felix Duong, Michael Gadermayr, Dorit Merhof, Christiane Katharina Kuhl, Philipp Bruners, Sven Heiko Loosen, +3 more

6

citations
Design and Experimental Investigation of Temperature Control for a 10 kW SOFC System Based on an Artificial Neuronal Network
2023 ECS Transactions conference-paper Materials Science Advancements in Solid Oxide Fuel Cells

Nicolas Kruse, Wilfried Tiedemann, Ingo Hoven, Robert Deja, Roland Peters, Felix Kunz, +1 more

3

citations
Statistische Charakterisierung und Modellierung von memristiven Bauelementen
2025 JuSER (Forschungszentrum Jülich) dissertation Engineering Advanced Memory and Neural Computing Open access

0

citations
Weakly supervised end-to-end artificial intelligence in gastrointestinal endoscopy
2022 Scientific Reports article Computer Science AI in cancer detection Open access

Lukas Buendgens, Didem Çifçi, Narmin Ghaffari Laleh, Marko van Treeck, Maria Teresa Koenen, Henning Wolfgang Zimmermann, +5 more

11

citations
Learning Robust Sequential Recommenders through Confident Soft Labels
2024 ACM Transactions on Information Systems article Computer Science Recommender Systems and Techniques Open access

Shiguang Wu, Xin Xin, Pengjie Ren, Zhumin Chen, Jun Ma, Maarten de Rijke, +1 more

1

citations
SARFlood: A Web-Based, Cloud-Native Platform for Automated and Optimized ML-based SAR Flood Mapping
2026 EGU General Assembly Conference Abstracts conference-abstract Environmental Science Flood Risk Assessment and Management Open access

Patrick Wilhelm, Paul Christian Hosch, Antara Dasgupta

0

citations
Learning Robust Sequential Recommenders through Confident Soft Labels
2023 arXiv (Cornell University) preprint Computer Science Recommender Systems and Techniques Open access

Shiguang Wu, Xin Xin, Pengjie Ren, Zhumin Chen, Jun Ma, Maarten de Rijke, +1 more

0

citations
floodGAN: Using Deep Adversarial Learning to Predict Pluvial Flooding in Real Time
2021 Water article Environmental Science Flood Risk Assessment and Management Open access

Julian Hofmann, Holger Schüttrumpf

110

citations
Transfer Learning of Surrogate Models via Domain Affine Transformation
2024 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Shuaiqun Pan, Diederick Vermetten, Manuel López‐Ibáñez, Thomas Bäck, Hao Wang

5

citations
Machine learning with minimal use of quantum computers: Provable advantages in Learning Under Quantum Privileged Information (LUQPI)
2026 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Vasily Bokov, Lisa Kohl, Sebastian Schmitt, Vedran Dunjko

5

citations
Uplifting the complexity of analysis for probabilistic security of electricity supply assessments using artificial neural networks
2024 Energy and AI article Engineering Integrated Energy Systems Optimization Open access

Justin Münch, Jan Priesmann, Marius Reich, Marius Tillmanns, Aaron Praktiknjo, Mario Adam

4

citations
Towards deep learning based airborne monitoring methods for heliostats in solar tower power plants
2023 conference-paper Energy Solar Thermal and Photovoltaic Systems

Rafal Broda, Alexander Schnerring, Julian J. Krauth, Marc Röger, Robert Pitz‐Paal

1

citations
A new CPT virtual calibration chamber in sand based on Machine learning algorithms
2024 preprint Engineering Geotechnical Engineering and Soil Mechanics Open access

Mingpeng Liu, Enci Sun, Ningning Zhang, Fengwen Lai, Raúl Fuentes

1

citations
Test-Time Adaptation of a Multi-Class Object Localization and Size Estimation Framework for Smart Agriculture Applications
2025 Cognitive Computation article Computer Science Domain Adaptation and Few-Shot Learning Open access

Zixu Liu, Qinhao Wu, Yuan Chai, Huan Yu

1

citations