28 citations · 41 across the 2 of their papers we have counts for
2 papers
astro-ph.IM2020★ 13 cited
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…
hep-th2020★ 28 cited
Dark Energy, Extra Dimensions, and the Swampland
Gabriele Montefalcone, Paul J. Steinhardt, Daniel H. Wesley
Perhaps the greatest challenge for fundamental theories based on compactification from extra dimensions is accommodating a period of accelerated cosmological expansion. Previous st…