Web: http://arxiv.org/abs/2201.08636

Jan. 24, 2022, 2:10 a.m. | Guangwu Qian, Zhen-Qun Yang, Xu-Lu Zhang, Yaowei Wang, Qing Li, Xiao-Yong Wei

cs.CV updates on arXiv.org arxiv.org

Class Activation Mapping (CAM) has been widely adopted to generate saliency
maps which provides visual explanations for deep neural networks (DNNs). The
saliency maps are conventionally generated by fusing the channels of the target
feature map using a weighted average scheme. It is a weak model for the
inter-channel relation, in the sense that it only models the relation among
channels in a contrastive way (i.e., channels that play key roles in the
prediction are given higher weights for them …

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