Deep Coding Network

NeurIPS 2010 Yuanqing LinTong ZhangShenghuo ZhuKai Yu

This paper proposes a principled extension of the traditional single-layer flat sparse coding scheme, where a two-layer coding scheme is derived based on theoretical analysis of nonlinear functional approximation that extends recent results for local coordinate coding. The two-layer approach can be easily generalized to deeper structures in a hierarchical multiple-layer manner... (read more)

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