DecompoVision: Reliability Analysis of Machine Vision Components through Decomposition and Reuse

Author:

Hu Boyue Caroline1,Marsso Lina1,Dvornik Nikita2,Shen Huakun1,Chechik Marsha1

Affiliation:

1. University of Toronto, Toronto, Canada

2. Waabi, Toronto, Canada

Publisher

ACM

Reference41 articles.

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2. Anurag Dwarakanath , Manish Ahuja , Samarth Sikand , Raghotham M. Rao , R. P. Jagadeesh Chandra Bose, Neville Dubash, and Sanjay Podder. 2018. Identifying implementation bugs in machine learning based image classifiers using metamorphic testing . In Proceedings of the 27th International Symposium on Software Testing and Analysis (ISSTA’2018) , Amsterdam, The Netherlands. ACM, 118–128. https://doi.org/10.1145/3213846.3213858 10.1145/3213846.3213858 10.1145/3213846.3213858 Anurag Dwarakanath, Manish Ahuja, Samarth Sikand, Raghotham M. Rao, R. P. Jagadeesh Chandra Bose, Neville Dubash, and Sanjay Podder. 2018. Identifying implementation bugs in machine learning based image classifiers using metamorphic testing. In Proceedings of the 27th International Symposium on Software Testing and Analysis (ISSTA’2018), Amsterdam, The Netherlands. ACM, 118–128. https://doi.org/10.1145/3213846.3213858 10.1145/3213846.3213858

3. Bradley Efron and Robert J Tibshirani . 1994. An Introduction to the Bootstrap . CRC press . Bradley Efron and Robert J Tibshirani. 1994. An Introduction to the Bootstrap. CRC press.

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