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Papers matching “deep learning training data” 20

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On data and knowledge transfer efficiency in deep learning
2025 RWTH Publications (RWTH Aachen) dissertation Computer Science Domain Adaptation and Few-Shot Learning Open access

Alessio Quercia

0

citations
Deep Learning-Based Prediction of Biomarkers from Colorectal Cancer Pathology Slides
2025 Qucosa (Saxon State and University Library Dresden) dissertation Computer Science AI in cancer detection Open access

Jan Niehues

0

citations
Towards generalized machine learning models for dislocation image analysis: a parametric based synthetic data approach
2025 JuSER (Forschungszentrum Jülich) dissertation Materials Science Machine Learning in Materials Science Open access

Kishan Govind

0

citations
Efficient coupling of highly parallel computational fluid dynamics simulations with deep learning on heterogeneous architectures
2026 RWTH Publications (RWTH Aachen) dissertation Computer Science Parallel Computing and Optimization Techniques Open access

Fabian Orland

0

citations
LiDAR-based mmwave beam prediction: a hardware-aware trade-off analysis of classical machine learning, deep learning, and hybrid approaches
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Millimeter-Wave Propagation and Modeling Open access

Barış Sayitoğlu

0

citations
Deep learning-based control of hydrogen dual-fuel engines
2026 RWTH Publications (RWTH Aachen) dissertation Chemical Engineering Advanced Combustion Engine Technologies Open access

Alexander Winkler

0

citations
Pixel-level deep-learning segmentation of myoendocardial biopsies network (SOME-Net)
2025 RWTH Publications (RWTH Aachen) dissertation Computer Science AI in cancer detection Open access

0

citations
Unsupervised learning for defect segmentation in in-line industrial X-ray computed tomography
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Industrial Vision Systems and Defect Detection Open access

Virginia Florian

0

citations
Radiomics in Breast MRI: Classification of contrast-enhancing lesions by their dignity using two conventional machine learning algorithms
2020 RWTH Publications (RWTH Aachen) dissertation Medicine Radiomics and Machine Learning in Medical Imaging Open access

Hannah Sophia Schneider

0

citations
Lernende Algorithmen für die automatisierte aktive Justage optischer Systeme ; 1. Auflage
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Industrial Vision Systems and Defect Detection Open access

Maximilian Hoeren

0

citations
Mehrfeld- und mehrskalige rechnerunterstützte Bruchmechanik und maschinell lernende Materialmodellierung
2021 RWTH Publications (RWTH Aachen) dissertation Engineering Numerical methods in engineering Open access

Yousef Heider

10

citations
Digitale Histopathologie
2020 RWTH Publications (RWTH Aachen) dissertation Computer Science AI in cancer detection Open access

Daniel Bug

0

citations
Autonomous Image Analysis to Accelerate the Discovery and Integration of Energy Materials
2026 JuSER (Forschungszentrum Jülich) dissertation Materials Science Machine Learning in Materials Science Open access

André Colliard-Granero

0

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
Discriminative feature modeling for statistical speech recognition
2020 RWTH Publications (RWTH Aachen) dissertation Computer Science Speech Recognition and Synthesis Open access

Zoltán Tüske

1

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
Artificial Intelligence for Diagnostic Support in Neuropathology
2026 Qucosa (Saxon State and University Library Dresden) dissertation Computer Science AI in cancer detection Open access

Katherine J. Hewitt

0

citations
Multisensory integration in pyramidal cell dendrites in parietal cortex of awake behaving mice
2025 RWTH Publications (RWTH Aachen) dissertation Psychology Multisensory perception and integration Open access

Sacha Abou Rachid

0

citations
Qualifizierung, Leistungsvalidierung and Schnelles Generatives Modellieren von Teststrahl Prototypen für das CMS Endkappen Kalorimeter Upgrade
2020 RWTH Publications (RWTH Aachen) dissertation Physics and Astronomy Particle Detector Development and Performance Open access

Thorben Quast

5

citations
Contactless skin temperature management for preterm infants : a multi-modal approach
2025 RWTH Publications (RWTH Aachen) dissertation Medicine Infrared Thermography in Medicine Open access

Florian Voss

0

citations

20 results