Deep Learning at Scale for the Construction of Galaxy Catalogs in the
Dark Energy Survey

Deep Learning at Scale for the Construction of Galaxy Catalogs in the Dark Energy Survey

5 December 2018

Papers citing "Deep Learning at Scale for the Construction of Galaxy Catalogs in the Dark Energy Survey"

11 / 11 papers shown

Title
A review of unsupervised learning in astronomy Sotiria Fotopoulou 38 8 0 25 Jun 2024
FAIR for AI: An interdisciplinary and international community building perspective Eliu A. Huerta B. Blaiszik L. C. Brinson Kristofer E Bouchard Daniel Madrigal Diaz ... F. Psomopoulos Avik Roy Oliver Rübel Zhizhen Zhao Ruike Zhu 28 41 0 30 Sep 2022
Interpreting a Machine Learning Model for Detecting Gravitational Waves M. Safarzadeh Asad Khan Eliu A. Huerta Martin Wattenberg 35 2 0 15 Feb 2022
Systematic biases when using deep neural networks for annotating large catalogs of astronomical images Sanchari Dhar L. Shamir 3DPC 10 22 0 10 Jan 2022
Visualization in Astrophysics: Developing New Methods, Discovering Our Universe, and Educating the Earth Fangfei Lan Michael Young Lauren Anderson Anders Ynnerman A. Bock M. Borkin A. Forbes J. Kollmeier Bei Wang 19 14 0 01 Jun 2021
Advances in Machine and Deep Learning for Modeling and Real-time Detection of Multi-Messenger Sources Eliu A. Huerta Zhizhen Zhao 24 21 0 13 May 2021
Self-Supervised Representation Learning for Astronomical Images Md. Abul Hayat G. Stein P. Harrington Z. Lukić Mustafa A. Mustafa SSL 17 42 0 24 Dec 2020
Convergence of Artificial Intelligence and High Performance Computing on NSF-supported Cyberinfrastructure Eliu A. Huerta Asad Khan Edward Davis Colleen Bushell W. Gropp ... S. Koric William T. C. Kramer Brendan McGinty Kenton McHenry Aaron Saxton AI4CE 26 44 0 18 Mar 2020
Deep Learning for Cardiologist-level Myocardial Infarction Detection in Electrocardiograms Arjun Gupta Eliu A. Huerta Zhizhen Zhao I. Moussa 21 27 0 16 Dec 2019
Enabling real-time multi-messenger astrophysics discoveries with deep learning Eliu A. Huerta Gabrielle Allen I. Andreoni J. Antelis E. Bachelet ... Wei Wei J. Wells T. Williams Jinjun Xiong Zhizhen Zhao AI4CE 15 71 0 26 Nov 2019
Galaxy Zoo: Probabilistic Morphology through Bayesian CNNs and Active Learning Mike Walmsley Lewis Smith Chris J. Lintott Y. Gal S. Bamford ... K. Masters C. Scarlata B. Simmons R. Smethurst D. Wright 27 86 0 17 May 2019