A Too-Good-to-be-True Prior to Reduce Shortcut Reliance

Nikolay Dagaev, Brett D. Roads, Xiaoliang Luo +3

Despite their impressive performance in object recognition and other tasks under standard testing conditions, deep networks often fail to generalize to out-of-distribution (o.o.d.)…