Fig. 3
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Concatenation operation. We add position information as two additional channels or maps to the existing one already through a concatenation operation. The existing channels or maps can be either the density input or the results from a convolution layer (h and w being the channel or map size). We fill a h × w matrix with the position encoding pl.
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