8 citations · 14 across the 4 of their papers we have counts for
4 papers
Galaxy Zoo Evo: 1 million human-annotated images of galaxies
Mike Walmsley, Steven Bamford, Hugh Dickinson +17
We introduce Galaxy Zoo Evo, a labeled dataset for building and evaluating foundation models on images of galaxies. GZ Evo includes 104M crowdsourced labels for 823k images from fo…
Linking enhanced star formation and quenching to faint tidal features in galaxies
Alexander J. Gordon, Annette M. N. Ferguson, Robert G. Mann +1
Galaxy mergers and interactions have long been suggested as a significant driver of galaxy evolution. However, the exact extent to which mergers enhance star formation and AGN acti…
Scaling Laws for Galaxy Images
Mike Walmsley, Micah Bowles, Anna M. M. Scaife +17
We present the first systematic investigation of supervised scaling laws outside of an ImageNet-like context - on images of galaxies. We use 840k galaxy images and over 100M annota…
Uncovering Tidal Treasures: Automated Classification of Faint Tidal Features in DECaLS Data
Alexander J. Gordon, Annette M. N. Ferguson, Robert G. Mann
Tidal features are a key observable prediction of the hierarchical model of galaxy formation and contain a wealth of information about the properties and history of a galaxy. Moder…