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astro-ph.IM2023
A model local interpretation routine for deep learning based radio galaxy classification
Hongming Tang, Shiyu Yue, Zijun Wang +5
Radio galaxy morphological classification is one of the critical steps when producing source catalogues for large-scale radio continuum surveys. While many recent studies attempted…
astro-ph.IM2022★ 2 cited
A New Task: Deriving Semantic Class Targets for the Physical Sciences
Micah Bowles, Hongming Tang, Eleni Vardoulaki +8
We define deriving semantic class targets as a novel multi-modal task. By doing so, we aim to improve classification schemes in the physical sciences which can be severely abstract…