Deformable Generator Networks: Unsupervised Disentanglement of Appearance and Geometry.

IEEE transactions on pattern analysis and machine intelligence, pp. 1-1, 2020.

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We present a deformable generator model to disentangle the appearance and geometric information for both image and video data in a purely unsupervised manner. The appearance generator network models the information related to appearance, including color, illumination, identity or category, while the geometric generator performs geometric ...更多

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