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Authors: Micah Bowles
Journal Article
Radio galaxy zoo EMU: towards a semantic radio galaxy morphology taxonomy
Monthly Notices of the Royal Astronomical Society, Volume 522, Issue 2, June 2023, Pages 2584–2600, https://doi.org/10.1093/mnras/stad1021
Published: 11 April 2023
Journal Article
Radio Galaxy Zoo: using semi-supervised learning to leverage large unlabelled data sets for radio galaxy classification under data set shift
Monthly Notices of the Royal Astronomical Society, Volume 514, Issue 2, August 2022, Pages 2599–2613, https://doi.org/10.1093/mnras/stac1135
Published: 29 April 2022
Journal Article
Quantifying uncertainty in deep learning approaches to radio galaxy classification
Monthly Notices of the Royal Astronomical Society, Volume 511, Issue 3, April 2022, Pages 3722–3740, https://doi.org/10.1093/mnras/stac223
Published: 29 January 2022
Journal Article
Structured variational inference for simulating populations of radio galaxies
Monthly Notices of the Royal Astronomical Society, Volume 503, Issue 3, May 2021, Pages 3351–3370, https://doi.org/10.1093/mnras/stab588
Published: 15 March 2021
Journal Article
Attention-gating for improved radio galaxy classification
Monthly Notices of the Royal Astronomical Society, Volume 501, Issue 3, March 2021, Pages 4579–4595, https://doi.org/10.1093/mnras/staa3946
Published: 24 December 2020
