Contrastive learning of extragalactic stellar streams. Sculpting a latent space of representations with DES DR2 photometry

Ernesto Benitez-Walz, Jelle Mes, Juan Miró-Carretero +2

We present a self-supervised approach for characterizing low surface brightness tidal features in wide-field imaging data by applying the nearest-neighbor contrastive learning of v…