Is neuron coverage a meaningful measure for testing deep neural networks?

Author:

Harel-Canada Fabrice1,Wang Lingxiao1,Gulzar Muhammad Ali2,Gu Quanquan1,Kim Miryung1

Affiliation:

1. University of California at Los Angeles, USA

2. Virgina Tech, USA

Publisher

ACM

Reference63 articles.

1. 2016. Using Deep Learning to Predict Steering Angles. https://github.com/udacity/ self-driving-car 2016. Using Deep Learning to Predict Steering Angles. https://github.com/udacity/ self-driving-car

2. Coverage and fault detection of the output-uniqueness test selection criteria

3. Shane Barratt. 2018 (accessed August 8 2019 ). Inception Score for GANs in Pytorch. https://github.com/sbarratt/inception-score-pytorch Shane Barratt. 2018 (accessed August 8 2019 ). Inception Score for GANs in Pytorch. https://github.com/sbarratt/inception-score-pytorch

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