Collection-CAM: A Faster Region-Based Saliency Method Using Collection-Wise Mask Over Pyramidal Features
Due to the black-box nature of deep networks, making explanations of their decision-making is extremely challenging.A solution is using post-hoc attention mechanisms with the deep network to verify the decision basis.However, those methods have problems such as gradient noise and false confidence.In addition, existing saliency methods either have l