Scalable Bayesian Inference for Detection and Deblending in Astronomical Images

1 code implementation • 12 Jul 2022 • Derek Hansen, Ismael Mendoza, Runjing Liu, Ziteng Pang, Zhe Zhao, Camille Avestruz, Jeffrey Regier

We present a new probabilistic method for detecting, deblending, and cataloging astronomical sources called the Bayesian Light Source Separator (BLISS).

Bayesian Inference Variational Inference