MIPT Deep Learning Club #10

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Danil Lykov about Hinton’s paper on “Dynamic Routing Between Capsules”

New method of information transmitting from different areas of image is proposed (in convolutional networks the Pooling-layer is responsible for that).

Proposed method allows to recognize overlapped objects more effectively and better process ambiguous images.

Moreover the authors of this paper use interesting method of regularization - divergence of recovered vector from low dimensional space between the original one.

Useful video

Hinton’s comment on Reddit

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