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End-to-End Instance Segmentation with Recurrent Attention

End-to-End Instance Segmentation with Recurrent Attention

While convolutional neural networks have gained impressive success recently in solving structured prediction problems such as semantic segmentation, it remains a challenge to differentiate individual object instances in the scene. Instance segmentation is very important in a variety of applications, such as autonomous driving, image captioning, and visual question answering. …