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(a) Causal dilated convolutions with dilation factors d=1,4 and filter size k=2. (b) Standard convolutions with filter size k=2. (c) Causal convolutions with filter size k=2. This figure also shows the input information (grey) used to predict a certain output time-step (orange). We can see how dilation increases the model’s receptive field.
