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What do you mean by replacing SFT layer by direct concatenation

Open Jian-danai opened this issue 2 years ago • 1 comments

In table 1, you proposed the ablation study. Could you give the sample code for direct concatenation in the intermediate layers? I am not sure how to concatenate the kernel_code in the intermediate layers.

Jian-danai avatar Oct 13 '21 19:10 Jian-danai

Because after concatenation, the shape of the feature map will be HxWx(C+C'), so did you use convolution layer with kernel size 1*1, channel_in=C+C', channel_out=C, before feeding the concatenated feature map into the convolutions of the residual block?

Or by: using convolutions(channel_in=C+C', channel_out=C) in residual blocks? Then did you use relu before feeding the concatenated feature into convolutions and after the concatenation?

Jian-danai avatar Oct 19 '21 20:10 Jian-danai