Exposing numerical bugs in deep learning via gradient back-propagation

Ming Yan, Junjie Chen, Xiangyu Zhang, Lin Tan, Gan Wang, Zan Wang. Exposing numerical bugs in deep learning via gradient back-propagation. In Diomidis Spinellis, Georgios Gousios, Marsha Chechik, Massimiliano Di Penta, editors, ESEC/FSE '21: 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, Athens, Greece, August 23-28, 2021. pages 627-638, ACM, 2021. [doi]

Authors

Ming Yan

This author has not been identified. Look up 'Ming Yan' in Google

Junjie Chen

This author has not been identified. Look up 'Junjie Chen' in Google

Xiangyu Zhang

This author has not been identified. Look up 'Xiangyu Zhang' in Google

Lin Tan

This author has not been identified. Look up 'Lin Tan' in Google

Gan Wang

This author has not been identified. Look up 'Gan Wang' in Google

Zan Wang

This author has not been identified. Look up 'Zan Wang' in Google