So from this paper. “Multi-Scale Context Aggregation by Dilated Convolutions”, I was introduced to Dilated Convolution Operation. And to be honest it is just convolution operation with modified kernel, to be exact, wider kernel.

However, to understand something fully, I need to implement it, hence the existence of this post.

Source: towardsdatascience.com