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20192023
most citedRobustness of deep learning algorithms in astronomy -- galaxy morphology studies

3 citations · 8 across the 5 of their papers we have counts for

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cs.LG2021★ 1 cited

DeepAdversaries: Examining the Robustness of Deep Learning Models for Galaxy Morphology Classification

Aleksandra Ćiprijanović, Diana Kafkes, Gregory Snyder +6

With increased adoption of supervised deep learning methods for processing and analysis of cosmological survey data, the assessment of data perturbation effects (that can naturally…