SaliencyDecor: Enhancing Neural Network Interpretability through Feature Decorrelation

Ali Karkehabadi, Jamshid Hassanpour, Houman Homayoun +1

Gradient-based saliency methods are widely used to interpret deep neural networks, yet they often produce noisy and unstable explanations that poorly align with semantically meanin…