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Papers matching “synthetic data augmentation” 63

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Copula-based synthetic data augmentation for machine-learning emulators
2021 Geoscientific model development article Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access cited by 2 patents

Thomas Nagler

36

citations
A GAN-Based Multi-Sensor Data Augmentation Technique for CNC Machine Tool Wear Prediction
2023 IEEE Access article Engineering Advanced machining processes and optimization Open access

Yuechi Jiang, Benny Drescher, Guoguang Yuan

23

citations
Fast data augmentation for battery degradation prediction
2025 Energy and AI article Engineering Advanced Battery Technologies Research Open access

Weihan Li, Harshvardhan Samsukha, Bruis van Vlijmen, Lisen Yan, Samuel Greenbank, Simona Onori, +1 more

8

citations
Data augmentation for design of concentric tube continuum robots by generative adversarial networks
2023 PAMM article Engineering Soft Robotics and Applications Open access

Matthias K. Hoffmann, Rutwik Gulakala, Julian Mühlenhoff, Zhaoheng Ding, Thomas Sattel, Marcus Stoffel, +1 more

3

citations
Copula-based synthetic data generation for machine learning emulators in weather and climate: application to a simple radiation model
2021 preprint Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access cited by 1 patent

Thomas Nagler, Robin James Hogan

12

citations
Generative adversarial network based data augmentation for CNN based detection of Covid-19
2022 Scientific Reports article Medicine COVID-19 diagnosis using AI Open access

Rutwik Gulakala, Bernd A. Markert, Marcus Stoffel

54

citations
Improving Machine-Learning Diagnostics with Model-Based Data Augmentation Showcased for a Transformer Fault
2021 Energies article Engineering Power Transformer Diagnostics and Insulation Open access

Jannis Nikolas Kahlen, Albert Moser

9

citations
Investigating the generation of synthetic data for surface defect detection: A comparative analysis
2024 Procedia CIRP article Engineering Industrial Vision Systems and Defect Detection Open access

Josefine Monnet, Oliver Petrović, Werner Herfs

3

citations
Deep Neural Networks for Analysis of Microscopy Images—Synthetic Data Generation and Adaptive Sampling
2021 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

40

citations
Deep Neural Networks for Analysis of Microscopy Images—Synthetic Data Generation and Adaptive Sampling
2021 article Materials Science Machine Learning in Materials Science Open access

Patrick Trampert, Dmitri Rubinstein, Faysal Boughorbel, Christian Schlinkmann, Maria Luschkova, Philipp Slusallek, +2 more

0

citations
Conditional Generative Adversarial Networks for Data Augmentation of a Neonatal Image Dataset
2023 Sensors article Computer Science Generative Adversarial Networks and Image Synthesis Open access

Simon Lyra, Arian Mustafa, Jöran Rixen, Štefan Borik, Markus Lueken, Steffen K. Leonhardt

8

citations
Generating Synthetic Audio Data for Attention-Based Speech Recognition Systems
2020 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Computer Science Speech Recognition and Synthesis Open access cited by 5 patents

Nick Rossenbach, Albert Zeyer, Ralf Schlüter, Hermann Ney

74

citations
Sheet metal localization using deep learning and synthetic data
2025 Journal of Intelligent Manufacturing article Engineering Industrial Vision Systems and Defect Detection Open access

Hannes Behnen, Guillem Boada-Gardenyes, Robert Heinrich Schmitt, Marc Teschner, Willi Pönitz

3

citations
Towards Fairness in Machine Learning: Balancing Racially Imbalanced Datasets Through Data Augmentation and Generative AI
2024 International Joint Conference on Computational Intelligence conference-paper Social Sciences Ethics and Social Impacts of AI Open access

Anthonie Schaap, Sofoklis Kitharidis, Bas van Stein

1

citations
Improved photometric redshift estimations through self-organizing map-based data augmentation
2025 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

Yun-Hao Zhang, Joe Zuntz, Irene Moskowitz, Eric Gawiser, Konrad H. Kuijken, Marika Asgari, +3 more

0

citations
Bridging Racial and Age Gaps in Face Recognition: A Data-Augmentation Framework for Fair AI
2026 SN Computer Science article Computer Science Face recognition and analysis Open access

Sofoklis Kitharidis, Anthonie Schaap, Thomas Bäck, Bas van Stein

1

citations
A Test Collection of Synthetic Documents for Training Rankers: ChatGPT vs. Human Experts
2023 ACM International Conference on Information and Knowledge Management (CIKM) conference-paper Computer Science Information Retrieval and Search Behavior Open access

Arian Askari, Mohammad Aliannejadi, Evangelos Kanoulas, Suzan Verberne

12

citations
ProGAN-Based Synthetic Image Generation for Industrial Visual Inspection of Metallic Parts
2026 arXiv (Cornell University) preprint Engineering Industrial Vision Systems and Defect Detection Open access

Hossein Omid Beiki, Sepehr Asgari, Oliver Petrović, C. Brecher

0

citations
Unsupervised many-to-many stain translation for histological image augmentation to improve classification accuracy
2023 Journal of Pathology Informatics article Computer Science AI in cancer detection Open access

Maryam Berijanian, Nadine S. Schaadt, Boqiang Huang, Johannes Lotz, Friedrich Feuerhake, Dorit Merhof

10

citations
Generating Synthetic Documents for Cross-Encoder Re-Rankers: A Comparative Study of ChatGPT and Human Experts
2023 arXiv (Cornell University) preprint Computer Science Information Retrieval and Search Behavior Open access

Arian Askari, Mohammad Aliannejadi, Evangelos Kanoulas, Suzan Verberne

4

citations
Morphological classification of radio galaxies with Wasserstein generative adversarial network-supported augmentation
2023 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

14

citations
Integrated Multimodal Data Pipelines for Intelligent Security Monitoring in Smart Cities
2025 Preprints.org preprint Computer Science Video Surveillance and Tracking Methods Open access

Johannes Richter, Felix K. Wagner

0

citations
CT-based data generation for foreign object detection on a single X-ray projection
2023 Scientific Reports article Engineering Industrial Vision Systems and Defect Detection Open access cited by 1 patent

Vladyslav Andriiashen, Robert van Liere, Tristan van Leeuwen, Kees Joost Batenburg

10

citations
Improving ED admissions forecasting by using generative AI: An approach based on DGAN
2024 Computer Methods and Programs in Biomedicine article Health Professions Healthcare Operations and Scheduling Optimization Open access

Hugo Álvarez-Chaves, Marco René Spruit, Maria Dolores R-Moreno

4

citations
Reduktion des Bedarfs an Trainingsdaten bei der domänenübergreifenden Anwendung von Qualitätsprognosemodellen
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Fault Detection and Control Systems Open access

Nils Klasen

0

citations