Revisiting neuron coverage metrics and quality of deep neural networks
Deep neural networks (DNN) have been widely applied in modern life, including critical domains like autonomous driving, making it essential to ensure the reliability and robustness of DNN-powered systems. As an analogy to code coverage metrics for testing conventional software, researchers have prop...
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| Main Authors: | , , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2022
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/7625 https://ink.library.smu.edu.sg/context/sis_research/article/8628/viewcontent/378600a408.pdf |
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| Institution: | Singapore Management University |
| Language: | English |