Icing on the Cake: An Easy and Quick Post-Learnig Method You Can Try After Deep Learning
arXiv:1807.06540v118 citations
Originality Synthesis-oriented
AI Analysis
This is an incremental improvement for deep learning practitioners seeking to enhance model performance with minimal additional effort.
The paper tackles the problem of improving classification performance in deep learning by proposing an easy and quick post-learning method called 'Icing on the Cake', which involves retraining only the final classifier after standard training, but no concrete performance numbers are provided in the 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.