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Keep the
efficiency and simplicity of using a
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gradient method
for adjusting the weights, but use
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it for modeling
the structure of the sensory input.
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Adjust
the weights to maximize the probability
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that
a generative model would have produced
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the
sensory input.
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Learn
p(image) not p(label | image)
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If
you want to do computer vision, first learn
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computer
graphics
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What kind of
generative model should we learn?
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