标题
Detecting outliers in astronomical images with deep generative networks
作者
关键词
-
出版物
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
Volume 496, Issue 2, Pages 2346-2361
出版商
Oxford University Press (OUP)
发表日期
2020-06-16
DOI
10.1093/mnras/staa1647
参考文献
相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。- Star formation rates and stellar masses from machine learning
- (2019) V. Bonjean et al. ASTRONOMY & ASTROPHYSICS
- Horizon-AGN virtual observatory – 1. SED-fitting performance and forecasts for future imaging surveys
- (2019) C Laigle et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- horizon-AGN virtual observatory – 2. Template-free estimates of galaxy properties from colours
- (2019) I Davidzon et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Photometry of high-redshift blended galaxies using deep learning
- (2019) Alexandre Boucaud et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Anomaly detection in wide area network meshes using two machine learning algorithms
- (2018) James Zhang et al. Future Generation Computer Systems-The International Journal of eScience
- Improving galaxy morphologies for SDSS with Deep Learning
- (2018) H Domínguez Sánchez et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- A catalog of polychromatic bulge-disc decompositions of ∼17.600 galaxies in CANDELS
- (2018) Paola Dimauro et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Photometric redshifts from SDSS images using a convolutional neural network
- (2018) Johanna Pasquet et al. ASTRONOMY & ASTROPHYSICS
- The optical morphologies of galaxies in the IllustrisTNG simulation: a comparison to Pan-STARRS observations
- (2018) Vicente Rodriguez-Gomez et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Finding strong lenses in CFHTLS using convolutional neural networks
- (2017) C. Jacobs et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Galaxy And Mass Assembly: automatic morphological classification of galaxies using statistical learning
- (2017) Sreevarsha Sreejith et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- The Horizon-AGN simulation: evolution of galaxy properties over cosmic time
- (2017) S. Kaviraj et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Deep learning for galaxy surface brightness profile fitting
- (2017) D Tuccillo et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Discovering the Unexpected in Astronomical Survey Data
- (2017) Ray P. Norris PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF AUSTRALIA
- Automated novelty detection in the WISE survey with one-class support vector machines
- (2017) A. Solarz et al. ASTRONOMY & ASTROPHYSICS
- Star–galaxy classification using deep convolutional neural networks
- (2016) Edward J. Kim et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- The weirdest SDSS galaxies: results from an outlier detection algorithm
- (2016) Dalya Baron et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- The merger rate of galaxies in the Illustris simulation: a comparison with observations and semi-empirical models
- (2015) Vicente Rodriguez-Gomez et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- Dancing in the dark: galactic properties trace spin swings along the cosmic web
- (2014) Y. Dubois et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- An approach to the analysis of SDSS spectroscopic outliers based on self-organizing maps
- (2013) D. Fustes et al. ASTRONOMY & ASTROPHYSICS
- The evolution of the dust and gas content in galaxies
- (2013) P. Santini et al. ASTRONOMY & ASTROPHYSICS
- A CRITICAL ASSESSMENT OF PHOTOMETRIC REDSHIFT METHODS: A CANDELS INVESTIGATION
- (2013) Tomas Dahlen et al. ASTROPHYSICAL JOURNAL
- Unusual quasars from the Sloan Digital Sky Survey selected by means of Kohonen self-organising maps
- (2012) H. Meusinger et al. ASTRONOMY & ASTROPHYSICS
- Self-regulated growth of supermassive black holes by a dual jet-heating active galactic nucleus feedback mechanism: methods, tests and implications for cosmological simulations
- (2012) Yohan Dubois et al. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
- CANDELS: THE COSMIC ASSEMBLY NEAR-INFRARED DEEP EXTRAGALACTIC LEGACY SURVEY
- (2011) Norman A. Grogin et al. ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES
- CANDELS: THE COSMIC ASSEMBLY NEAR-INFRARED DEEP EXTRAGALACTIC LEGACY SURVEY—THEHUBBLE SPACE TELESCOPEOBSERVATIONS, IMAGING DATA PRODUCTS, AND MOSAICS
- (2011) Anton M. Koekemoer et al. ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES
- SEVEN-YEARWILKINSON MICROWAVE ANISOTROPY PROBE(WMAP) OBSERVATIONS: COSMOLOGICAL INTERPRETATION
- (2011) E. Komatsu et al. ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES
- Visualizing non-metric similarities in multiple maps
- (2011) Laurens van der Maaten et al. MACHINE LEARNING
- Building merger trees from cosmological N-body simulations
- (2009) D. Tweed et al. ASTRONOMY & ASTROPHYSICS
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreFind the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
Search