I think the capsule networks are really interesting and probably the next big thing in deep learning, if we can find a way to train them faster.
I also wrote a post about my understanding of the intuition behind them: https://medium.com/@pechyonkin/understanding-hintons-capsule-networks-part-i-intuition-b4b559d1159b