Capsules papers don’t strike me as particularly groundbreaking. Still convolving over every single location in the input image, still using backrop. Vectors instead of scalars for activations and a novel way to pass signals between layers? Sure, why not. But if it wasn’t from Hinton no one would’ve noticed. The initial results were underwhelming, and there has been zero progress even 2 years later.