UDIS: Unsupervised Discovery of Bias in Deep Visual Recognition Models

Arvindkumar Krishnakumar, Viraj Prabhu, Sruthi Sudhakar +1

Deep learning models have been shown to learn spurious correlations from data that sometimes lead to systematic failures for certain subpopulations. Prior work has typically diagno…