不同的卷积形式以及作用

convolution

Deconvolutions(Fractional-strided Convolutions, Transposed convolutions)¹

Dilated Convolution

Depthwise Separable Convolution

Sup-pixel Convolution²

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1. http://deeplearning.net/software/theano_versions/dev/tutorial/conv_arithmetic.html#transposed-convolution-arithmetic ↩︎

2. https://arxiv.org/pdf/1609.07009.pdf ↩︎