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A capsule is a group of neurons whose activity vector represents the instantiation parameters of a specific type of entity such as an object or an object part.
A neurobiological model of visual attention and invariant pattern recognition based on dynamic routing of information
Bruno A Olshausen, Charles H Anderson, and David C Van Essen · 1993
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The mnist database of handwritten digits, 1998
Yann LeCun, Corinna Cortes, and Christopher JC Burges · 1998
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Learning to parse images
Geoffrey E Hinton, Zoubin Ghahramani, and Yee Whye Teh · 2000
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Learning methods for generic object recognition with invariance to pose and lighting
Yann LeCun, Fu Jie Huang, and Leon Bottou · 2004
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Crowding is unlike ordinary masking: Distinguishing feature integration from detection
Denis G Pelli, Melanie Palomares, and Najib J Majaj · 2004
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High-performance neural networks for visual object classification
Dan C Cireşan, Ueli Meier, Jonathan Masci, Luca M Gambardella, and Jürgen Schmidhuber · 2011
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Transforming auto-encoders
Geoffrey E Hinton, Alex Krizhevsky, and Sida D Wang · 2011
Cited alongside, same era.
Reading digits in natural images with unsupervised feature learning
Yuval Netzer, Tao Wang, Adam Coates, Alessandro Bissacco, Bo Wu, and Andrew Y Ng · 2011
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Multi-digit number recognition from street view imagery using deep convolutional neural networks
Ian J Goodfellow, Yaroslav Bulatov, Julian Ibarz, Sacha Arnoud, and Vinay Shet · 2013
Cited alongside, same era.
Regularization of neural networks using dropconnect
Li Wan, Matthew D Zeiler, Sixin Zhang, Yann LeCun, and Rob Fergus · 2013
Cited alongside, same era.
Stochastic pooling for regularization of deep convolutional neural networks
Matthew D Zeiler and Rob Fergus · 2013
Cited alongside, same era.
Adam: A method for stochastic optimization
Diederik Kingma and Jimmy Ba · 2014
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Batch-normalized maxout network in network
Jia-Ren Chang and Yong-Sheng Chen · 2015
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Spatial transformer networks
Max Jaderberg, Karen Simonyan, Andrew Zisserman, and Koray Kavukcuoglu · 2015
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Tensorflow: Large-scale machine learning on heterogeneous distributed systems
Martín Abadi, Ashish Agarwal, Paul Barham, Eugene Brevdo, Zhifeng Chen, Craig Citro, Greg S Corrado, Andy Davis, Jeffrey Dean, Matthieu Devin, et al · 2016
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Tagger: Deep unsupervised perceptual grouping
Klaus Greff, Antti Rasmus, Mathias Berglund, Tele Hao, Harri Valpola, and Jürgen Schmidhuber · 2016
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Jimmy Ba, Volodymyr Mnih, and Koray Kavukcuoglu · 2014
Cited alongside, same era.
Shape representation in parallel systems
Geoffrey E Hinton
Cited in the paper.
A parallel computation that assigns canonical object-based frames of reference
Geoffrey E Hinton
Cited in the paper.