My notes on "A guide to convolution arithmetic for deep learning"

Vincent Dumoulin and Francesco Visin. &ldquo;A Guide to Convolution Arithmetic for Deep Learning.&rdquo; arXiv preprint arXiv:1603.07285 , 2016. https://arxiv.org/abs/1603.07285 &#xA; Diagrams drawn with Excalidraw . &#xA; &#xA; Setup: Input and Kernel &#xA; We start with a $5 \times 5$ input image and a $2 \times 2$ kernel. &#xA; &#xA; &#xA; Convolution with Stride $s = 1$ &#xA; The $2 \times 2$…