Inpainting CMB maps using Partial Convolutional Neural Networks

Gabriele Montefalcone, Maximilian H. Abitbol, Darsh Kodwani +1

We present a novel application of partial convolutional neural networks (PCNN) that can inpaint masked images of the cosmic microwave background. The network can reconstruct both t…