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Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation

european conference on computer vision, pp.108-126, (2020)

Cited by: 39|Views182

Abstract

Convolution exploits locality for efficiency at a cost of missing long range context. Self-attention has been adopted to augment CNNs with non-local interactions. Recent works prove it possible to stack self-attention layers to obtain a fully attentional network by restricting the attention to a local region. In this paper, we attempt to ...More

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