Non-local Neural Networks

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...

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Bibliographic Details

Published in:	2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition pp. 7794 - 7803
Main Authors:	Wang, Xiaolong, Girshick, Ross, Gupta, Abhinav, He, Kaiming
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.06.2018
Subjects:	Computational modeling Computer vision Convolution Convolutional codes Feedforward systems Neural networks Three-dimensional displays
ISSN:	1063-6919
Online Access:	Get full text
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