Realistic galaxy images and improved robustness in machine learning tasks from generative modelling

Benjamin J. Holzschuh, Conor M. O'Riordan, Simona Vegetti +2

We examine the capability of generative models to produce realistic galaxy images. We show that mixing generated data with the original data improves the robustness in downstream m…