Shortcut Invariance: Targeted Jacobian Regularization in Disentangled Latent Space

Shivam Pal, Sakshi Varshney, Piyush Rai

Deep neural networks are prone to learning shortcuts, spurious correlations present in the training data that undermine out-of-distribution (OOD) generalization. Most prior work mi…