research
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10/27/2022
Many-Objective Reinforcement Learning for Online Testing of DNN-Enabled Systems
Deep Neural Networks (DNNs) have been widely used to perform real-world ...
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01/26/2021
Can Offline Testing of Deep Neural Networks Replace Their Online Testing?
We distinguish two general modes of testing for Deep Neural Networks (DN...
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12/11/2020
Automatic Test Suite Generation for Key-points Detection DNNs Using Many-Objective Search
Automatically detecting the positions of key-points (e.g., facial key-po...
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11/28/2019