@inproceedings{3ae3b845ae404d18965262fc0f770a34,
title = "Deep coding network",
abstract = "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. Empirically, it is shown that the deep coding approach yields improved performance in benchmark datasets.",
author = "Yuanqing Lin and Tong Zhang and Shenghuo Zhu and Kai Yu",
year = "2010",
language = "English (US)",
isbn = "9781617823800",
series = "Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010, NIPS 2010",
publisher = "Neural Information Processing Systems",
booktitle = "Advances in Neural Information Processing Systems 23",
note = "24th Annual Conference on Neural Information Processing Systems 2010, NIPS 2010 ; Conference date: 06-12-2010 Through 09-12-2010",
}