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In this paper, we propose a new capsule network architecture called Attention Routing CapsuleNet (AR CapsNet).
Transforming auto-encoders
G. E. Hinton, A. Krizhevsky, and S. D. Wang · 2011
Earlier work this paper cites.
Imagenet classification with deep convolutional neural networks
A. Krizhevsky, I. Sutskever, and G. E. Hinton · 2012
Earlier work this paper cites.
Neural machine translation by jointly learning to align and translate
D. Bahdanau, K. Cho, and Y. Bengio · 2014
Earlier work this paper cites.
Very deep convolutional networks for large-scale image recognition
K. Simonyan and A. Zisserman · 2014
Earlier work this paper cites.
Dropout: a simple way to prevent neural networks from overfitting
N. Srivastava, G. Hinton, A. Krizhevsky, I. Sutskever, and R. Salakhutdinov · 2014
Earlier work this paper cites.
Batch normalization: Accelerating deep network training by reducing internal covariate shift
S. Ioffe and C. Szegedy · 2015
Earlier work this paper cites.
Effective approaches to attention-based neural machine translation
M.-T. Luong, H. Pham, and C. D. Manning · 2015
Cited alongside, same era.
Training very deep networks
R. K. Srivastava, K. Greff, and J. Schmidhuber · 2015
Cited alongside, same era.
Deep residual learning for image recognition
K. He, X. Zhang, S. Ren, and J. Sun · 2016
Cited alongside, same era.
Densely connected convolutional networks
G. Huang, Z. Liu, L. Van Der Maaten, and K. Q. Weinberger · 2017
Cited alongside, same era.
Dynamic routing between capsules
S. Sabour, N. Frosst, and G. E. Hinton · 2017
Cited alongside, same era.
Attention is all you need
A. Vaswani, N. Shazeer, N. Parmar, J. Uszkoreit, L. Jones, A. N. Gomez, Ł. Kaiser, and I. Polosukhin · 2017
Cited alongside, same era.
Capsule network performance on complex data
E. Xi, S. Bing, and Y. Jin · 2017
Later among the works it cites.
Spectral capsule networks
M. T. Bahadori · 2018
Later among the works it cites.
Matrix capsules with em routing
G. E. Hinton, S. Sabour, and N. Frosst · 2018
Later among the works it cites.
Capsules for object segmentation
R. LaLonde and U. Bagci · 2018
Later among the works it cites.
Neural network encapsulation
H. Li, X. Guo, B. DaiWanli Ouyang, and X. Wang · 2018
Later among the works it cites.
An optimization view on dynamic routing between capsules
D. Wang and Q. Liu · 2018
Later among the works it cites.
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