FOreground Removal using GAN for the Epoch of Reionization, by inpainting the wedge and intrinsic foregrounds regions in the 2D Power Spectra of the 21cm lines.
We developped an inpainting newtwork, employing a Deep Convolutional Generative Adversarial Network.