7.1k citations
- Centre National de la Recherche ScientifiqueFR215 papers
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- University of OxfordGB127 papers
- California Institute of TechnologyUS116 papers
- Rutherford Appleton LaboratoryGB112 papers
- University of EdinburghGB112 papers
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Showing 2019 · astro-ph.IMShow all
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astro-ph.IM2019★ 58 cited
Using Convolutional Neural Networks to identify Gravitational Lenses in Astronomical images
Andrew Davies, Stephen Serjeant, Jane M. Bromley
The Euclid telescope, due for launch in 2021, will perform an imaging and slitless spectroscopy survey over half the sky, to map baryon wiggles and weak lensing. During the survey…
astro-ph.IM2019★ 65 cited
Morphological classification of radio galaxies: Capsule Networks versus Convolutional Neural Networks
V. Lukic, M. Brüggen, B. Mingo +3
Next-generation radio surveys will yield an unprecedented amount of data, warranting analysis by use of machine learning techniques. Convolutional neural networks are the deep lear…