Practical accuracy estimation for efficient deep neural network testing

J Chen, Z Wu, Z Wang, H You, L Zhang… - ACM Transactions on …, 2020 - dl.acm.org
Deep neural network (DNN) has become increasingly popular and DNN testing is very
critical to guarantee the correctness of DNN, ie, the accuracy of DNN in this work. However …

Practical Accuracy Estimation for Efficient Deep Neural Network Testing

J Chen, Z Wu, Z Wang, H You, L Zhang… - ACM Transactions on …, 2020 - par.nsf.gov
Deep neural network (DNN) has become increasingly popular and DNN testing is very
critical to guarantee the correctness of DNN, ie, the accuracy of DNN in this work. However …

[PDF][PDF] Practical Accuracy Estimation for Efficient Deep Neural Network Testing

J CHEN, Z WU, ZAN WANG, H YOU, L ZHANG, M YAN - 2020 - tjusail.github.io
In recent years, deep neural network (DNN) has been widely studied in many domains and
has gained great success in practice, such as autonomous driving cars [11], face recognition …

Practical Accuracy Estimation for Efficient Deep Neural Network Testing

J Chen, Z Wu, Z Wang, H You… - ACM Transactions on …, 2020 - experts.illinois.edu
Deep neural network (DNN) has become increasingly popular and DNN testing is very
critical to guarantee the correctness of DNN, ie, the accuracy of DNN in this work. However …