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Re:Google’s AI Wizard Unveils a New Twist on Neural Networks by randcraw on Wednesday November 08, 2017 @11:06AM (#15653752)
As I understand it, Hinton has also referred to capsules as "thought vectors". (I think) a capsule is an encoding of information in a persistent mobile form that allows it to be reused in other contexts / nets / knowledgebases -- like a word2vec word definition vector which contains the scores of the most informative n (principal) component words for the given word.

Another obvious attraction of capsules would be the potential to recognize, tune, and maybe even manually introduce labeled concepts in nets during training -- perhaps enabling one shot learning?

Re:Google’s AI Wizard Unveils a New Twist on Neural Networks by p1esk on Wednesday November 08, 2017 @12:27PM (#15654573)
Another obvious attraction of capsules would be the potential to recognize, tune, and maybe even manually introduce labeled concepts in nets during training -- perhaps enabling one shot learning?

This is not obvious to me at all. Can you please explain?