Filter-in-Filter: Low Cost CNN Improvement by Sub-filter Parameter Sharing

Xie, GT; Yang, KY; Lai, JH

Lai, JH (reprint author), Sun Yat Sen Univ, Sch Data & Comp Sci, Guangzhou 510006, Guangdong, Peoples R China.; Lai, JH (reprint author), Sun Yat Sen Univ, XinHua Coll, Sch Informat Sci & Technol, Guangzhou 510006, Guangdong, Peoples R China.

PATTERN RECOGNITION, 2019; 91 (): 391

Abstract

Increasing the number of parameters seems to have improved convolutional neural networks, e.g. increasing the depth or width of the networks. In this ......

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