Self-Supervision on Images and Text Reduces Reliance on Visual Shortcut Features

Anil Palepu, Andrew L Beam

Deep learning models trained in a fully supervised manner have been shown to rely on so-called "shortcut" features. Shortcut features are inputs that are associated with the outcom…