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astro-ph.CO2026
Multiscale feature integration network for inpainting of full-sky CMB -modes
Reyhan D. Lambaga, Vipin Sudevan, Pisin Chen
Foreground masking and incomplete sky coverage complicate CMB polarization analyses by inducing mode coupling and imperfect E/B separation, with particularly strong impact on searc…
astro-ph.CO2025
Introducing a multiscale feature integration network for inpainting with applications to enhanced CMB map reconstruction
Reyhan D. Lambaga, Vipin Sudevan, Pisin Chen
We introduce a novel neural network, SkyReconNet, which combines the expanded receptive fields of dilated convolutional layers along with standard convolutions, to capture both the…