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shunk031 / paper-survey

📚 Survey of previous research and related works on machine learning (especially Deep Learning) in Japanese
https://shunk031.github.io/paper-survey/
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Dynamic Routing Between Capsules #155

Closed shunk031 closed 6 years ago

shunk031 commented 6 years ago

https://arxiv.org/abs/1710.09829

shunk031 commented 6 years ago

Capsule構造とRouting-by-Agreementでアフィン変換に対してよりロバストになったCapsule Network(CapsNet)を提案．Hinton先生が長年異議を唱えてきた「CNNの問題点」に答えるネットワークとなっている．PoolingやReLUに変わるRoutingとSquashを提案し，重なり合うオブジェクトも正確に認識している．

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