9 citations · 22 across the 4 of their papers we have counts for
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cs.LG2022★ 6 cited
The Classification of Optical Galaxy Morphology Using Unsupervised Learning Techniques
Ezra Fielding, Clement N. Nyirenda, Mattia Vaccari
In recent years, large scale data intensive astronomical surveys have resulted in more detailed images being produced than scientists can manually classify. Even attempts to crowd-…
cs.LG2021★ 9 cited
A Comparison of Deep Learning Architectures for Optical Galaxy Morphology Classification
Ezra Fielding, Clement N. Nyirenda, Mattia Vaccari
The classification of galaxy morphology plays a crucial role in understanding galaxy formation and evolution. Traditionally, this process is done manually. The emergence of deep le…