Non-local Neural Networks

Abstract

Both convolutional and recurrent operations are building blocks that process one local neighborhood at a time. In this paper, we present non-local operations as a generic family of building blocks for capturing long-range dependencies. Inspired by the classical non-local means method [4] in computer vision, our non-local operation computes the response at a… (More)

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Cite this paper

@article{Wang2017NonlocalNN, title={Non-local Neural Networks}, author={Xiaolong Wang and Ross B. Girshick and Abhinav Gupta and Kaiming He}, journal={CoRR}, year={2017}, volume={abs/1711.07971} }