Deep Learning, Image Processing, Convolutional Network, Machine Learning, Artificial Intelligence.
equivariance means that the function responds to a change in the input with a similar change in the output. This property is desirable for image translation tasks, for example, consider image segmentation, where, if we rotate the image, the segmentation map of that image will rotate as well. I