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researcher

Fiona A. M. Porter

8 papers hereh-index 6101 citations9 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author4
  • last author2

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • astro-ph.IM5
  • astro-ph.GA2
  • astro-ph.CO1

identity via Semantic Scholar / OpenAlex

activity
20212023
most citedFanaroff-Riley classification of radio galaxies using group-equivariant convolutional neural networks

43 citations · 131 across the 8 of their papers we have counts for

collaborators
Showing 2021 · astro-ph.GAShow all

1 paper · 2 filters

astro-ph.GA2021★ 42 cited

Attention-gating for improved radio galaxy classification

Micah Bowles, Anna M. M. Scaife, Fiona Porter +2

In this work we introduce attention as a state of the art mechanism for classification of radio galaxies using convolutional neural networks. We present an attention-based model th…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.