Papers matching “synthetic data augmentation” 31
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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 -
Improved photometric redshift estimations through self-organizing map-based data augmentation2025 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
0citations -
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 -
Quantum generative modeling for financial time series with temporal correlations2026 Machine Learning Science and Technology article Computer Science Quantum Computing Algorithms and Architecture Open access
David Dechant, Eliot Schwander, Lucas Van Drooge, Charles Moussa, Diego Garlaschelli, Vedran Dunjko, +1 more
3citations -
Denoising diffusion probabilistic models for 3D medical image generation2023 Scientific Reports article Computer Science Generative Adversarial Networks and Image Synthesis Open access cited by 2 patents
Firas Khader, Gustav Anton Müller‐Franzes, Soroosh Tayebi Arasteh, Tianyu Han, Christoph Haarburger, Maximilian Franz Schulze-Hagen, +9 more
343citations -
Forecasting induced seismicity in enhanced geothermal systems using machine learning: challenges and opportunities2025 Geophysical Journal International article Energy Geothermal Energy Systems and Applications Open access
Sadegh Karimpouli, Grzegorz Kwiatek, Patricia Martínez‐Garzón, Danu Caus, Lei Wang, Georg Dresen, +1 more
13citations -
Explainable fully automated CT scoring of interstitial lung disease for patients suspected of systemic sclerosis by cascaded regression neural networks and its comparison with experts2024 Scientific Reports article Medicine Radiomics and Machine Learning in Medical Imaging Open access
Jingnan Jia, Irene Hernandez Giron, Anne A. Schouffoer, Jeska Kirsten De Vries-Bouwstra, Maarten K. Ninaber, Julie C. Korving, +3 more
9citations