Browsing MIT by Subject "learning to learn"

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One-Shot Learning with a Hierarchical Nonparametric Bayesian Model

Unknown author (2010-10-13)

We develop a hierarchical Bayesian model that learns to learn categories from single training examples. The model transfers acquired knowledge from previously learned categories to a novel category, in the form of a prior ...