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06/30/2012
Implicit Density Estimation by Local Moment Matching to Sample from Auto-Encoders
Recent work suggests that some auto-encoder variants do a good job of ca...
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06/27/2012
A Generative Process for Sampling Contractive Auto-Encoders
The contractive auto-encoder learns a representation of the input data t...
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04/21/2011
Learning invariant features through local space contraction
We present in this paper a novel approach for training deterministic aut...
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04/16/2011
Adding noise to the input of a model trained with a regularized objective
Regularization is a well studied problem in the context of neural networ...
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09/18/2010
