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Example of transition of the intermediate feature maps in (a) Full-resolution Stream and (b) Multi-scale Residual Stream. Each feature map has 16 channels (horizontal axis) and their transition in both streams are presented (vertical axis). Some hard-to-align regions are more accurately detected in residual stream (red arrows at the last row of (b)).
