Papers matching “synthetic data augmentation” 4
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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 -
Dusty Stellar Source Classification by Implementing Machine Learning Methods Based on Spectroscopic Observations in the Magellanic Clouds2025 The Astrophysical Journal article Physics and Astronomy Stellar, planetary, and galactic studies Open access
Sepideh Ghaziasgar, Mahdi Abdollahi, Atefeh Javadi, Jacco Th. van Loon, Iain McDonald, Joana M. Oliveira, +4 more
3citations
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