DiffWatch: Watch Out for the Evolving Differential Testing in Deep Learning Libraries

Author:

Prochnow Alexander1,Yang Jinqiu2

Affiliation:

1. University of Osnabrück,Osnabrück,Germany

2. Concordia University,Montreal,Canada

Publisher

IEEE

Reference5 articles.

1. A Study of Oracle Approximations in Testing Deep Learning Libraries

2. Differential Testing for Software;mckeeman;Digital Technical Journal,1998

3. CRADLE: Cross-Backend Validation to Detect and Localize Bugs in Deep Learning Libraries;viet pham;2019 IEEE/ACM 41st International Conference on Software Engineering (ICSE),0

4. Audee

5. Metamorphic testing of programs on partial differential equations: a case study

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. An Investigation of the Behaviours of Machine Learning Agents Used in the Game of Go;2023 10th International Conference on Dependable Systems and Their Applications (DSA);2023-08-10

2. Explaining the Behaviour of Game Agents Using Differential Comparison;Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering;2022-10-10

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