Vivswan Shitole

One Explanation is Not Enough: Structured Attention Graphs for Image Classification

Attention maps are popular tools for explaining the decisions of convolutional neural networks (CNNs) for image classification. Typically, for each image of interest, a single attention map is produced, which assigns weights to pixels based on their importance to the classification. We argue that a…