/CamDrop

Primary LanguagePythonMIT LicenseMIT

CamDrop

This is the code for the CIKM'19 paper "CamDrop: A New Explanation of Dropout and A Guided Regularization Method for Deep Neural Networks." by Hongjun Wang, Guangrun Wang, Guanbin Li, Liang Lin.

CamDrop

Prerequisites

  • Python 3
  • Tensorflow 1.4
  • Everything Tensorpack needs

Reference

If you are interested in our work, please consider citing our paper.

@inproceedings{wang2019camdrop,
  title={Camdrop: A new explanation of dropout and a guided regularization method for deep neural networks},
  author={Wang, Hongjun and Wang, Guangrun and Li, Guanbin and Lin, Liang},
  booktitle={Proceedings of the 28th ACM International Conference on Information and Knowledge Management},
  pages={1141--1149},
  year={2019}
}