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1803.00113
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Approximate Inference for Constructing Astronomical Catalogs from Images
Annals of Applied Statistics (AOAS), 2018
28 February 2018
Jeffrey Regier
Andrew C. Miller
D. Schlegel
Ryan P. Adams
Jon D. McAuliffe
Google Brain
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Papers citing
"Approximate Inference for Constructing Astronomical Catalogs from Images"
4 / 4 papers shown
Neural Posterior Estimation with Autoregressive Tiling for Detecting Objects in Astronomical Images
Jeffrey Regier
3DPC
210
1
0
03 Oct 2025
Scalable Bayesian Inference for Detection and Deblending in Astronomical Images
Derek Hansen
I. Mendoza
Runjing Liu
Ziteng Pang
Zhenjun Zhao
Camille Avestruz
Jeffrey Regier
260
6
0
12 Jul 2022
Variational Inference for Deblending Crowded Starfields
Journal of machine learning research (JMLR), 2021
Runjing Liu
Jon D. McAuliffe
Jeffrey Regier
BDL
272
11
0
04 Feb 2021
Accelerating MCMC algorithms through Bayesian Deep Networks
Héctor J. Hortúa
Riccardo Volpi
D. Marinelli
Luigi Malagò
BDL
146
14
0
29 Nov 2020
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