Capsule neural network: Difference between revisions

Revision as of 06:58, 13 July 2019

Revision as of 20:00, 28 September 2019

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== External links ==

* {{Citation|last=Guo|first=Xifeng|title=CapsNet-Keras: A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.|date=2017-12-08|url=https://github.com/XifengGuo/CapsNet-Keras|accessdate=2017-12-08}}

* {{Citation|last=Liao|first=Huadong|title=CapsNet-Tensorflow: A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules|date=2017-12-08|url=https://github.com/naturomics/CapsNet-Tensorflow|accessdate=2017-12-08}}

* {{Citation|title=A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules"|date=2017-12-08|url=https://github.com/gram-ai/capsule-networks|publisher=Gram.AI|accessdate=2017-12-08}}

* {{youtube|What's wrong with convolutional neural nets|id=rTawFwUvnLE}}

* {{Cite web|url=http://www.cedar.buffalo.edu/~srihari/CSE676|title=Deep Learning|website=www.cedar.buffalo.edu|access-date=2017-12-07}}

* {{Cite web|url=https://openreview.net/pdf?id=HJWLfGWRb|title=MATRIX CAPSULES WITH EM ROUTING|last=Hinton|first=Geoffrey|last2=Sabour|first2=Sara|last3=Frosst|first3=Nicholas|date=November 2017|website=|archive-url=|archive-date=|dead-url=|access-date=}}

* {{Cite arxiv|last=De Brabandere|first=Bert|last2=Jia|first2=Xu|last3=Tuytelaars|first3=Tinne|last4=Van Gool|first4=Luc|date=2016-05-31|title=Dynamic Filter Networks|eprint=1605.09673|class=cs.LG}}

* {{Cite arxiv|last=Dai|first=Jifeng|last2=Qi|first2=Haozhi|last3=Xiong|first3=Yuwen|last4=Li|first4=Yi|last5=Zhang|first5=Guodong|last6=Hu|first6=Han|last7=Wei|first7=Yichen|date=2017-03-17|title=Deformable Convolutional Networks|eprint=1703.06211|class=cs.CV}}

*{{Cite web|url=https://medium.freecodecamp.org/understanding-capsule-networks-ais-alluring-new-architecture-bdb228173ddc|title=Understanding Capsule Networks — AI’s Alluring New Architecture|last=Bourdakos|first=Nick|date=2018-02-12|website=freeCodeCamp.org|access-date=2019-04-23}}

* {{Cite arxiv|last=Dai|first=Jifeng|last2=Qi|first2=Haozhi|last3=Xiong|first3=Yuwen|last4=Li|first4=Yi|last5=Zhang|first5=Guodong|last6=Hu|first6=Han|last7=Wei|first7=Yichen|date=2017-03-17|title=Deformable Convolutional Networks|eprint=1703.06211|class=cs.CV}}

* {{Cite arxiv|last=De Brabandere|first=Bert|last2=Jia|first2=Xu|last3=Tuytelaars|first3=Tinne|last4=Van Gool|first4=Luc|date=2016-05-31|title=Dynamic Filter Networks|eprint=1605.09673|class=cs.LG}}{{Citation|last=Guo|first=Xifeng|title=CapsNet-Keras: A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.|date=2017-12-08|url=https://github.com/XifengGuo/CapsNet-Keras|accessdate=2017-12-08}}

* {{Cite web|url=https://openreview.net/pdf?id=HJWLfGWRb|title=MATRIX CAPSULES WITH EM ROUTING|last=Hinton|first=Geoffrey|last2=Sabour|first2=Sara|last3=Frosst|first3=Nicholas|date=November 2017|website=|archive-url=|archive-date=|dead-url=|access-date=}}

* {{youtube|Hinton and Google Brain - Capsule Networks |id=x5Vxk9twXlE}}

* {{Citation|last=GuoLiao|first=XifengHuadong|title=CapsNet-KerasTensorflow: A KerasTensorflow implementation of CapsNet(Capsules Net) in NIPS2017Hinton's paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.|date=2017-12-08|url=https://github.com/XifengGuonaturomics/CapsNet-KerasTensorflow|accessdate=2017-12-08}}

[[Category:Artificial neural networks]]