Star-galaxy Classification Using Deep Convolutional Neural Networks

15 August 2016

Papers citing "Star-galaxy Classification Using Deep Convolutional Neural Networks"

9 / 9 papers shown

Title
Morphological Classification of Galaxies Using SpinalNet Dim Shaiakhmetov R. R. Mekuria Ruslan Isaev Fatma Unsal 3DH 32 1 0 03 May 2023
Reinventing High Performance Computing: Challenges and Opportunities Daniel Reed Dennis Gannon Jack J. Dongarra AILaw 22 30 0 04 Mar 2022
Morphological classification of compact and extended radio galaxies using convolutional neural networks and data augmentation techniques V. Maslej-Krešňáková K. E. Bouchefry P. Butka 30 13 0 01 Jul 2021
DeepShadows: Separating Low Surface Brightness Galaxies from Artifacts using Deep Learning Dimitrios Tanoglidis A. Ćiprijanović A. Drlica-Wagner 18 15 0 24 Nov 2020
Self-supervised Learning for Astronomical Image Classification A. Martinazzo M. Espadoto N. Hirata SSL 17 12 0 23 Apr 2020
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 37 86 0 17 May 2019
Learning to Predict the Cosmological Structure Formation Siyu He Yin Li Yu Feng S. Ho Siamak Ravanbakhsh Wei Chen Barnabás Póczós 28 168 0 15 Nov 2018
Stacking machine learning classifiers to identify Higgs bosons at the LHC A. Alves 16 31 0 21 Dec 2016
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 268 7,640 0 03 Jul 2012