Mitigating Shortcut Learning: Texture-Penalized Prototype Networks

Akshay Anilkumar Girija, Elena Hoemann, Frank Köster +1

Standard Convolutional Neural Networks (CNNs) exhibit severe performance degradation due to a strong inductive texture bias that prioritizes local, high-frequency patterns over glo…