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Robust Cosmic Microwave Background B-mode Inference from Single-frequency Observations Using a Self-attention-based Generative Framework

  • Authors: Ma Long, Wang Xiaotian, Amina Javed

Ma Long et al 2026 The Astrophysical Journal Supplement Series 284 .

  • Provider: AAS Journals

Caption: Figure 2.

Visualization of the reconstructed CMB B-mode mean maps and posterior variance maps. This figure presents, in sequence, the posterior distribution predictions obtained using CMBNet and the moment network on four independent test sets. For each set of test results, the images are displayed from left to right as follows: the contaminated CMB map, the clean CMB B-mode map, the reconstructed CMB B-mode mean map obtained using CMBNet, the posterior variance map obtained using CMBNet, the reconstructed CMB B-mode mean map obtained using the moment network, and the posterior variance map obtained using the moment network.

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