IKC
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What do you mean by replacing SFT layer by direct concatenation
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.
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?