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Xianglei Xing

2 accepted papers

2020

Inducing Hierarchical Compositional Model by Sparsifying Generator Network

CVPR 2020poster

This paper proposes to learn hierarchical compositional AND-OR model for interpretable image synthesis by sparsifying the generator network. The proposed method adopts the scene-objects-parts-subparts-primitives hierarchy in image representation. A scene has different types (i.e., OR) each of which…

Cited by 9PDFScholar
2019

Unsupervised Disentangling of Appearance and Geometry by Deformable Generator Network

CVPR 2019poster

We present a deformable generator model to disentangle the appearance and geometric information in purely unsupervised manner. The appearance generator models the appearance related information, including color, illumination, identity or category, of an image, while the geometric generator performs…

Cited by 33PDFScholar