Video Classification with Channel-Separated Convolutional Networks

International Conference on Computer Vision, pp. 5552-5561, 2019.

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Abstract:

Group convolution has been shown to offer great computational savings in various 2D convolutional architectures for image classification. It is natural to ask: 1) if group convolution can help to alleviate the high computational cost of video classification networks; 2) what factors matter the most in 3D group convolutional networks; and ...More

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