Improving Deep Learning Interpretability by Saliency Guided Training

Aya Abdelsalam Ismail, Héctor Corrada Bravo, Soheil Feizi

Saliency methods have been widely used to highlight important input features in model predictions. Most existing methods use backpropagation on a modified gradient function to gene…