Discriminative Transfer Learning with Tree-based Priors

This work proposes a method for improving classification performance for high capacity classifiers by discovering similar classes and transferring knowledge among them, which learns to organize the classes into a tree hierarchy, and proposes an algorithm for learning the underlying tree structure.