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Capsule networks (see e.g.
Concerning nonnegative matrices and doubly stochastic matrices
R. Sinkhorn and P. Knopp · 1967
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Objective criteria for the evaluation of clustering methods
W. M. Rand · 1971
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Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography
M. A. Fischler and R. C. Bolles · 1981
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Comparing partitions
L. Hubert and P. Arabie · 1985
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Recognition-by-components: A theory of human image understanding
I. Biederman · 1987
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Low-dimensional Procedure for the Characterization of Human Faces
L. Sirovich and M. Kirby · 1987
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Eigenfaces for Recognition
M. Turk and A. Pentland · 1991
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Using Generative Models for Handwritten Digit Recognition
M. Revow, C. K. I. Williams, and G. E. Hinton · 1996
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Geometric hashing: An overview
H. J. Wolfson and I. Rigoutsos · 1997
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Geometric Motion Segmentation and Model Selection
P. H. S. Torr · 1998
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Predictive coding in the visual cortex: a functional interpretation of some extra-classical receptive-field effects
R. P. N. Rao and D. H. Ballard · 1999
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Learning to Parse Images
G. E. Hinton, Z. Ghahramani, and Y. W. Teh · 2000
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Detecting planar homographies in an image pair
E. Vincent and R. Laganière · 2001
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Comparing clusterings by the variation of information
M. Meilă · 2003
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Image Modelling with Position-Encoding Dynamic Trees
A. J. Storkey and C. K. I. Williams · 2003
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Dynamic routing between capsules
S. Sabour, N. Frosst, and G.E. Hinton · 2017
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Matrix capsules with EM routing
G. E. Hinton, S. Sabour, and N. Frosst · 2018
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Stacked capsule autoencoders
A. Kosiorek, S. Sabour, Y. W. Teh, and G. E. Hinton · 2019
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Set Transformer: A Framework for Attention-based Permutation-invariant Neural Networks
J. Lee, Y. Lee, J. Kim, A. R. Kosiorek, S. Choi, and Y.-W. Teh · 2019
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Capsule Generative Models
Y. Li and X. Zhu · 2019
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Computing expectations and marginal likelihoods for permutations
B. Powell and P. A. Smith · 2019
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L. Smith, L. Schut, Y. Gal, and M. van der Wilk · 2004
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Pattern Recognition and Machine Learning
C. M. Bishop · 2006
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Learning parts-based representations of data
D. Ross and R. Zemel · 2006
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C. K. I. Williams, C. Nash, and A. Nazabal · 2019
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Capsule Deep Generative Model That Forms Parse Trees
Y. Li, X. Zhu, R. Naud, and P. Xi · 2020
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Sinkhorn permutation variational marginal inference
Gonzalo Mena, Erdem Varol, Amin Nejatbakhsh, Eviatar Yemini, and Liam Paninski · 2020
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