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SIM: Semantic-aware Instance Mask Generation for Box-Supervised Instance Segmentation

SIM: Semantic-aware Instance Mask Generation for Box-Supervised Instance Segmentation

Weakly supervised instance segmentation using only bounding box annotations has recently attracted much re-search attention. Most of the current efforts leverage low-level image features as extra supervision without explicitly exploiting the high-level semantic information of the objects, which will become ineffective when the foreground objects have similar appearances to the …