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DNN Testing
DNN Testing
Testing the reliability of DNNs.
Papers
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Showing 21–27 of 27 papers
Title
Date
Tasks
Status
Hype
Towards Practical Robustness Analysis for DNNs based on PAC-Model Learning
Jan 25, 2021
Adversarial Attack
DNN Testing
Code
Code Available
0
Automatic Test Suite Generation for Key-Points Detection DNNs using Many-Objective Search (Experience Paper)
Dec 11, 2020
DNN Testing
—
Unverified
0
Comparing Offline and Online Testing of Deep Neural Networks: An Autonomous Car Case Study
Nov 28, 2019
DNN Testing
—
Unverified
0
Boosting Operational DNN Testing Efficiency through Conditioning
Jun 6, 2019
DNN Testing
software testing
Code
Code Available
0
Testing DNN Image Classifiers for Confusion & Bias Errors
May 20, 2019
Avg
DNN Testing
Code
Code Available
0
DeepFault: Fault Localization for Deep Neural Networks
Feb 15, 2019
Autonomous Vehicles
DNN Testing
—
Unverified
0
DeepBillboard: Systematic Physical-World Testing of Autonomous Driving Systems
Dec 27, 2018
Autonomous Driving
DNN Testing
—
Unverified
0
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