coinse/arachne

Arachne: Search Based Repair of Deep Neural Networks

This repository contains artefacts that accompany the paper titled Search Based Repair of Deep Neural Networks (arXiv preprint). It contains both the implementation and experimentation of Apricot, a baseline used in the paper, as well as Arachne itself. Please see under the folder arachne for the repair tool itself.

@misc{sohn2019search,
      title={Search Based Repair of Deep Neural Networks}, 
      author={Jeongju Sohn and Sungmin Kang and Shin Yoo},
      year={2019},
      eprint={1912.12463},
      archivePrefix={arXiv},
      primaryClass={cs.LG}
}