Estimating Galactic Distances From Images Using Self-supervised Representation Learning

Md Abul Hayat, Peter Harrington, George Stein +2

We use a contrastive self-supervised learning framework to estimate distances to galaxies from their photometric images. We incorporate data augmentations from computer vision as w…