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· 2018

Non-local Neural Networks

Xiaolong Wang, Ross Girshick, Abhinav Gupta, Kaiming He

Short summary

Non-local operations, a new neural network building block, capture long-range dependencies by computing feature responses as a weighted sum of all positions, outperforming existing methods on video classification and improving static image recognition tasks.

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Field: Computer Vision and Pattern Recognition

Computer Vision and Pattern RecognitionComputer Science