Face representation by deep learning: a linear encoding in a parameter space?

22 Oct 2019Qiulei DongJiayin SunZhanyi Hu

Recently, Convolutional Neural Networks (CNNs) have achieved tremendous performances on face recognition, and one popular perspective regarding CNNs' success is that CNNs could learn discriminative face representations from face images with complex image feature encoding. However, it is still unclear what is the intrinsic mechanism of face representation in CNNs... (read more)

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