Well trying to read these papers and my intuition is just never too strong on what is really happening, but found:
- Colah who gives really good examples of what is happening. He explains how networks basically are contorting things so that you can divid thing linearly. A great set of illustrations
- Max Pechyonkin. He does a great explanation of what a capsule network is actually trying to accomplish.
