Mike Walmsley
- Papers
- 9
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Authored papers
9Scaling Laws for Galaxy Images
arXiv 2024
Transfer learning for galaxy feature detection: Finding Giant Star-forming Clumps in low redshift galaxies using Faster R-CNN
arXiv 2023
Deep Learning Segmentation of Spiral Arms and Bars
arXiv 2023
Towards Galaxy Foundation Models with Hybrid Contrastive Learning
arXiv 2022
Radio Galaxy Zoo: Using semi-supervised learning to leverage large unlabelled data-sets for radio galaxy classification under data-set shift
arXiv 2022
A New Task: Deriving Semantic Class Targets for the Physical Sciences
arXiv 2022
Galaxy Zoo: Clump Scout -- Design and first application of a two-dimensional aggregation tool for citizen science
arXiv 2022
Galaxy Zoo: Probabilistic Morphology through Bayesian CNNs and Active Learning
arXiv 2019
Identification of Low Surface Brightness Tidal Features in Galaxies Using Convolutional Neural Networks
arXiv 2018
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Frequent co-authors
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