标签 sparse 下的文章
SDBN-Sparse deep belief net model for visual area V2

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SDBN-Sparse deep belief net model for visual area V2

NIPS_2007_Sparse deep belief net model for visual area V2 这篇文章主要讲的是sparse DBN。很多比较学习算法的结果与V1区域相似的工作,但是没有与大脑视觉体系更深层次的比较,比如...
SRBM-Modeling image patches with a directed hierarchy of MRF

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SRBM-Modeling image patches with a directed hierarchy of MRF

这篇文章主要介绍了Semi-RBM,也就是半受限玻尔兹曼机,在RBM中加入可视层单元之间的连接,并且使用mean-field approximation。

2006-Efficient Learning of Sparse Representations with Energy-Based model

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2006-Efficient Learning of Sparse Representations with Energy-Based model

此文也是Deep learning三大breakthrough文章之一,其实就是稀疏的autoencoder,以下为摘要。