Interpretable Human-Label-Free Deep Learning for Real-Bogus Classification with Uncertainty Quantification

Raphaël Bonnet-Guerrini, Bruno Sanchez, Dominique Fouchez +5

Time-domain surveys generate many transient candidates, making Real-Bogus classification a critical step in automated discovery pipelines. Reliable labels are costly, while communi…