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After learning many layers of features,
we can fine-tune
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the features to
improve generation.
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1. Do a stochastic bottom-up pass
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Adjust
the top-down weights to be good at
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reconstructing
the feature activities in the layer below.
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2. |
Do a few
iterations of sampling in the top level RBM
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Adjust the weights in the top-level RBM.
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3. |
Do a stochastic
top-down pass
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– |
Adjust
the bottom-up weights to be good at
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|
reconstructing
the feature activities in the layer above.
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