Learning to represent spatial transformations with factored higher-order Boltzmann machines

Neural Computation, pp. 1473-1492, 2010.

Cited by: 221|Bibtex|Views63|Links
WOS EI
Keywords:
interaction tensorlarger image patchimage transformationlow-rank approximationhidden unitMore(11+)

Abstract:

To allow the hidden units of a restricted Boltzmann machine to model the transformation between two successive images, Memisevic and Hinton (2007) introduced three-way multiplicative interactions that use the intensity of a pixel in the first image as a multiplicative gain on a learned, symmetric weight between a pixel in the second image...More

Code:

Data:

Your rating :
0

 

Tags
Comments