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MaX-DeepLab - End-to-End Panoptic Segmentation With Mask Transformers.
CVPR, pp.5463-5474, (2021)
We present MaX-DeepLab, the first end-to-end model for panoptic segmentation. Our approach simplifies the current pipeline that depends heavily on surrogate sub-tasks and hand-designed components, such as box detection, non-maximum suppression, thing-stuff merging, etc. Although these sub-tasks are tackled by area experts, they fail to ...More
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