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20182025
most citedDeblending and Classifying Astronomical Sources with Mask R-CNN Deep Learning

101 citations · 624 across the 29 of their papers we have counts for

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Showing 2019Show all

2 papers · 1 filter

astro-ph.IM2019★ 101 cited

Deblending and Classifying Astronomical Sources with Mask R-CNN Deep Learning

Colin J. Burke, Patrick D. Aleo, Yu-Ching Chen +4

We apply a new deep learning technique to detect, classify, and deblend sources in multi-band astronomical images. We train and evaluate the performance of an artificial neural net…

astro-ph.GA2019★ 29 cited

Spectral Variability of a Sample of Extreme Variability Quasars and Implications for the MgII Broad-line Region

Qian Yang, Yue Shen, Yu-Ching Chen +49

We present new Gemini/GMOS optical spectroscopy of 16 extreme variability quasars (EVQs) that dimmed by more than 1.5 mag in the band between the Sloan Digital Sky Survey (SDSS…