Selective Kernel Networks

Xiang LiWenhai WangXiaolin HuJian Yang

   Papers with code   Abstract  PDF

In standard Convolutional Neural Networks (CNNs), the receptive fields of artificial neurons in each layer are designed to share the same size. It is well-known in the neuroscience community that the receptive field size of visual cortical neurons are modulated by the stimulus, which has been rarely considered in constructing CNNs... (read more)

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