Aries: Efficient Testing of Deep Neural Networks via Labeling-Free Accuracy Estimation

Qiang Hu, Yuejun Guo 0001, Xiaofei Xie, Maxime Cordy, Mike Papadakis, Lei Ma 0003, Yves Le Traon. Aries: Efficient Testing of Deep Neural Networks via Labeling-Free Accuracy Estimation. In 45th IEEE/ACM International Conference on Software Engineering, ICSE 2023, Melbourne, Australia, May 14-20, 2023. pages 1776-1787, IEEE, 2023. [doi]

Abstract

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