Sara Sabour
Dynamic Routing Between Capsules
Sara Sabour, Nicholas Frosst, Geoffrey E. Hinton
Neural Information Processing Systems http://nips.cc/
Stacked Capsule Autoencoders
Adam Kosiorek, Sara Sabour, Yee Whye Teh, Geoffrey E. Hinton
Objects are composed of a set of geometrically organized parts.
Stacked Capsule Autoencoders
Adam Kosiorek, Sara Sabour, Yee Whye Teh, Geoffrey E. Hinton
Objects are composed of a set of geometrically organized parts.
Dynamic Routing Between Capsules
Sara Sabour, Nicholas Frosst, Geoffrey E. Hinton
A capsule is a group of neurons whose activity vector represents the instantiation parameters of a specific type of entity such as an object or an object part. We use the length of the activity vector to represent the probability that the entity exists and its orientation to represent the instantiation parameters.