following the compromise is going to be all right we still do the dynamic aggregation which means that we still do the attention thing however however we're going to restrict back to this neighborhood region of the convolution so in this model where this information for the blue dot come from it again comes from this neighborhood right here and this number the size here is going to be called m so it still comes from that m by m neighborhood so a pixel can only aggregate information from its neighbors but contrary to a convolution