Daniel Worrall: Understanding and Generalising the Convolution

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Learning to Convolve: A Generalized Weight-Tying Approach Learning to Convolve: A Generalized Weight-Tying Approach
But what is a convolution? But what is a convolution?
Why do Convolutional Neural Networks work so well? Why do Convolutional Neural Networks work so well?
Interpretable Transformations with Encoder-Decoder Networks Interpretable Transformations with Encoder-Decoder Networks
Groups, Depthwise, and Depthwise-Separable Convolution (Neural Networks) Groups, Depthwise, and Depthwise-Separable Convolution (Neural Networks)
C4W1L11 Why Convolutions C4W1L11 Why Convolutions
Stride in Convolutional Neural Network (CNN) Stride in Convolutional Neural Network (CNN)
[DL] The purpose of "1 by 1" convolutions [DL] The purpose of "1 by 1" convolutions