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Icing on the Cake: An Easy and Quick Post-Learnig Method You Can Try After Deep Learning

Machine Learning 2018-07-19 v1 Artificial Intelligence Computer Vision and Pattern Recognition Neural and Evolutionary Computing Machine Learning

Abstract

We found an easy and quick post-learning method named "Icing on the Cake" to enhance a classification performance in deep learning. The method is that we train only the final classifier again after an ordinary training is done.

Cite

@article{arxiv.1807.06540,
  title  = {Icing on the Cake: An Easy and Quick Post-Learnig Method You Can Try After Deep Learning},
  author = {Tomohiko Konno and Michiaki Iwazume},
  journal= {arXiv preprint arXiv:1807.06540},
  year   = {2018}
}

Comments

3 pages

R2 v1 2026-06-23T03:04:38.462Z