- Neural Posterior Estimation for Cataloging Astronomical Images with Spatially Varying Backgrounds and Point Spread Functions
2025/02/28 by Patel, Aakash, Zhang, Tianqing, Avestruz, Camille +2 · 3 citations
#62F15 #85A35 #Applications (stat.AP) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #I.2.10 #Image and Video Processing (eess.IV) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #J.2 #Machine Learning (cs.LG) #electronic engineering #information engineering
- Spiral-Elliptical automated galaxy morphology classification from telescope images
2023/10/10 by Baumstark, Matthew J., Vinci, Giuseppe · 1 citation
#62P35 #85A35 #Applications (stat.AP) #Astrophysics of Galaxies (astro-ph.GA) #FOS: Computer and information sciences #FOS: Physical sciences #G.3 #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG)
- Cataloging the Visible Universe through Bayesian Inference at Petascale
2018/01/31 by Jeffrey Regier, Kiran Pamnany, Regier, Jeffrey +22 · 1 voice
Computer Science · Physics and Astronomy · #62P35 #68W10 #85A35 #Algorithms and Data Compression #Blind Source Separation Techniques #D.1.3 #D.2 #Distributed #FOS: Computer and information sciences #FOS: Physical sciences #G.3 #I.2 #Instrumentation and Methods for Astrophysics (astro-ph.IM) #J.2 #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC) #astro-ph.IM #cs.DC