Inducing Sparse Coding and And-Or Grammar from Generator Network

20 Jan 2019 Xianglei Xing Song-Chun Zhu Ying Nian Wu

We introduce an explainable generative model by applying sparse operation on the feature maps of the generator network. Meaningful hierarchical representations are obtained using the proposed generative model with sparse activations... (read more)

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