The Invisible Gorilla Effect in Out-of-distribution Detection

Harry Anthony, Ziyun Liang, Hermione Warr +1

Deep Neural Networks achieve high performance in vision tasks by learning features from regions of interest (ROI) within images, but their performance degrades when deployed on out…