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Stacked Capsule Autoencoders

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Jun 18 2019 Adam Kosiorek

I'm proud to share our work on a new version of capsule networks, called Stacked Capsule Autoencoders, with @sabour_sara, @yeewhye and @geoffreyhinton: https://arxiv.org/abs/1906.06818 https://t.co/BjixrWK4NG
7 replies, 523 likes


Jun 18 2019 hardmaru

An unsupervised version of capsule networks❗️
2 replies, 382 likes


Jun 25 2019 hardmaru

This paper was mentioned in Geoffrey Hinton’s ACM Turing Lecture when he talks about the need for neural nets to be able to explain reasoning. https://arxiv.org/abs/1906.06818 https://youtu.be/VsnQf7exv5I?t=2192 https://t.co/gRJzyDjKbN
0 replies, 33 likes


Jun 18 2019 Shubhendu Trivedi

Stacked capsule autoencoders https://arxiv.org/pdf/1906.06818.pdf looks like a descendant of transforming autoencoders https://www.cs.toronto.edu/~hinton/absps/transauto6.pdf that was made to work! https://t.co/b2yo2TAl8R
0 replies, 12 likes


Jun 20 2019 reza mahmoudi

a new version of capsule networks, called Stacked Capsule Autoencoders, with Sara Sabour @sabour_sara, Yee Whye Teh @yeewhye and Geoffrey Hinton @geoffreyhinton , Adam Kosiorek https://arxiv.org/abs/1906.06818 #DeepLearning #MachineLearning #ArtificailIntelligence #AI https://t.co/d3aLrRa41I
0 replies, 5 likes


Jun 18 2019 tensorBored

Stacked Capsule Autoencoders (SCAE): "Despite the fact that our training objective is not concerned with classification or clustering, SCAE is the only method that achieves competitive results in unsupervised object classification without relying on mutual information (MI)"
0 replies, 3 likes


Jun 18 2019 Raymond Chua

Cool work by @arkosiorek !!
0 replies, 1 likes


Jun 20 2019 reza mahmoudi

a new version of capsule networks, called Stacked Capsule Autoencoders, with Sara Sabour @sabour_sara, Yee Whye Teh @yeewhye and Geoffrey E. Hinton @geoffreyhinton , Adam Kosiorek https://arxiv.org/abs/1906.06818 #DeepLearning #MachineLearning #AI #ArtificialIntelligence #ai https://t.co/JsDkPjBb9Y
0 replies, 1 likes


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