Far from the Crowd: Scalable Self-Supervised Learning via Geographic Isolation

Daniele Rege Cambrin, Francesco Rossi, Mattia Varile

Self-supervised pretraining on remote sensing imagery typically treats all samples as equally informative, despite large variability in geographic and visual structure. We propose…