Learning the Irreducible Representations of Commutative Lie Groups

Group Theoretical Methods in Image Understanding

Kanatani, K · 1990

Earlier work this paper cites.

A Note on the Theory of n-Variable Generalized Bessel Functions

Dattoli, G., Chiccoli, C., Lorenzutta, S., Maino, G., Richetta, M., and Torre, A · 1991

Earlier work this paper cites.

Learning Lie groups for invariant visual perception

Rao, R. P. N. and Ruderman, D. L · 1999

Earlier work this paper cites.

Transformation invariance in pattern recognition: Tangent distance and propagation

Simard, P. Y., Le Cun, Y. A., Denker, J. S., and Victorri, B · 2000

Earlier work this paper cites.

Exponential Family Harmoniums with an Application to Information Retrieval

Original

Welling, M., Rosen-zvi, M., and Hinton, G · 2005

Earlier work this paper cites.

Unsupervised learning of a steerable basis for invariant image representations

Bethge, M., Gerwinn, S., and Macke, J. H · 2007

Earlier work this paper cites.

The generalized von Mises distribution

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Cited alongside, same era.

Measuring invariances in deep networks

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Actionable information in vision

Soatto, S · 2009

Cited alongside, same era.

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Cited alongside, same era.

An unsupervised algorithm for learning lie group transformations

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Later among the works it cites.

Representation Learning: A Review and New Perspectives

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Later among the works it cites.

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