Detecting Numerical Bugs in Neural Network Architectures

Yuhao Zhang, Luyao Ren, Liqian Chen, Yingfei Xiong^*, Shing-Chi Cheung, Tao Xie

ESEC/FSE'20: ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering · November 2020

✦ ACM SIGSOFT Distinguished Paper Award

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BibTeX

@inproceedings{FSE20,
  author = {Yuhao Zhang and Luyao Ren and Liqian Chen and Yingfei Xiong and Shing-Chi Cheung and Tao Xie},
  title = {Detecting Numerical Bugs in Neural Network Architectures},
  year = {2020},
  month = {11},
  booktitle = {ESEC/FSE'20: ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering},
  site_corr = {4},
  site_award_zh = {ACM SIGSOFT杰出论文奖},
  site_award_en = {ACM SIGSOFT Distinguished Paper Award},
  site_links_json = {[{"caption":{"zh":"视频(国内)","en":"Video (China)"},"url":{"en":"https://www.biantube.com/watch?v=I73na_Au5qw&t=2s"}},{"caption":{"zh":"视频(海外)","en":"Video (Intl)"},"url":{"en":"https://www.youtube.com/watch?v=I73na_Au5qw&t=2s"}}]}
}