OccamNets: Mitigating Dataset Bias by Favoring Simpler Hypotheses

Robik Shrestha, Kushal Kafle, Christopher Kanan

Dataset bias and spurious correlations can significantly impair generalization in deep neural networks. Many prior efforts have addressed this problem using either alternative loss…