Towards cross-category knowledge propagation for learning visual concepts

@article{Qi2011TowardsCK,
  title={Towards cross-category knowledge propagation for learning visual concepts},
  author={Guo-Jun Qi and Charu C. Aggarwal and Yong Rui and Qi Tian and Shiyu Chang and Thomas S. Huang},
  journal={CVPR 2011},
  year={2011},
  pages={897-904}
}
In recent years, knowledge transfer algorithms have become one of most the active research areas in learning visual concepts. Most of the existing learning algorithms focuses on leveraging the knowledge transfer process which is specific to a given category. However, in many cases, such a process may not be very effective when a particular target category has very few samples. In such cases, it is interesting to examine, whether it is feasible to use cross-category knowledge for improving the… CONTINUE READING
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