most citedNeural Posterior Estimation for Cataloging Astronomical Images with Spatially Varying Backgrounds and Point Spread Functions

2 citations · 2 across the 1 of their papers we have counts for

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astro-ph.IM2025★ 2 cited

Neural Posterior Estimation for Cataloging Astronomical Images with Spatially Varying Backgrounds and Point Spread Functions

Aakash Patel, Tianqing Zhang, Camille Avestruz +2

Neural posterior estimation (NPE), a type of amortized variational inference, is a computationally efficient means of constructing probabilistic catalogs of light sources from astr…