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The convolution operation, foundational in disciplines such as signal processing and probability, is often mischaracterized as merely a mathematical tool. This paper argues that convolution should be ...

Convolutional neural networks (CNNs) (including 2D and 3D convolutions) are popular in video analysis tasks such as action recognition and activity understanding. Fast algorithms such as fast Fourier ...