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Mike Walmsley

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pathfinder: A Semantic Framework for Literature Review and Knowledge Discovery in Astronomy

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Aug 02, 2024
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Scaling Laws for Galaxy Images

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Apr 03, 2024
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Deep Learning Segmentation of Spiral Arms and Bars

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Dec 05, 2023
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Rare Galaxy Classes Identified In Foundation Model Representations

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Dec 05, 2023
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A New Task: Deriving Semantic Class Targets for the Physical Sciences

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Oct 27, 2022
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Towards Galaxy Foundation Models with Hybrid Contrastive Learning

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Jun 23, 2022
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Radio Galaxy Zoo: Using semi-supervised learning to leverage large unlabelled data-sets for radio galaxy classification under data-set shift

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Apr 21, 2022
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Quantifying Uncertainty in Deep Learning Approaches to Radio Galaxy Classification

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Jan 24, 2022
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Practical Galaxy Morphology Tools from Deep Supervised Representation Learning

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Oct 25, 2021
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Revisiting Citizen Science Through the Lens of Hybrid Intelligence

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Apr 30, 2021
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