43 citations · 131 across the 8 of their papers we have counts for
Showing 2021 · astro-ph.IMShow all
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astro-ph.IM2021★ 15 cited
Structured Variational Inference for Simulating Populations of Radio Galaxies
David J. Bastien, Anna M. M. Scaife, Hongming Tang +2
We present a model for generating postage stamp images of synthetic Fanaroff-Riley Class I and Class II radio galaxies suitable for use in simulations of future radio surveys such…
astro-ph.IM2021★ 43 cited
Fanaroff-Riley classification of radio galaxies using group-equivariant convolutional neural networks
Anna M. M. Scaife, Fiona Porter
Weight sharing in convolutional neural networks (CNNs) ensures that their feature maps will be translation-equivariant. However, although conventional convolutions are equivariant…