DFM-X: Augmentation by Leveraging Prior Knowledge of Shortcut Learning

Shunxin Wang, Christoph Brune, Raymond Veldhuis +1

Neural networks are prone to learn easy solutions from superficial statistics in the data, namely shortcut learning, which impairs generalization and robustness of models. We propo…