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DNN Testing
DNN Testing
Testing the reliability of DNNs.
Papers
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Showing 11–20 of 27 papers
Title
Date
Tasks
Status
Hype
DeepSample: DNN sampling-based testing for operational accuracy assessment
Mar 28, 2024
DNN Testing
regression
—
Unverified
0
Automatic Test Suite Generation for Key-Points Detection DNNs using Many-Objective Search (Experience Paper)
Dec 11, 2020
DNN Testing
—
Unverified
0
Bridging the Gap between Real-world and Synthetic Images for Testing Autonomous Driving Systems
Aug 25, 2024
Autonomous Driving
Diversity
—
Unverified
0
Provably Valid and Diverse Mutations of Real-World Media Data for DNN Testing
Dec 3, 2021
DNN Testing
valid
—
Unverified
0
Exposing Previously Undetectable Faults in Deep Neural Networks
Jun 1, 2021
DNN Testing
—
Unverified
0
GAN-enhanced Simulation-driven DNN Testing in Absence of Ground Truth
Mar 20, 2025
DNN Testing
—
Unverified
0
IWA: Integrated Gradient based White-box Attacks for Fooling Deep Neural Networks
Feb 3, 2021
DNN Testing
—
Unverified
0
Neuron Coverage-Guided Domain Generalization
Feb 27, 2021
DNN Testing
Domain Generalization
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Unverified
0
NPC: Neuron Path Coverage via Characterizing Decision Logic of Deep Neural Networks
Mar 24, 2022
Defect Detection
DNN Testing
—
Unverified
0
Rethinking Diversity in Deep Neural Network Testing
May 25, 2023
Diversity
DNN Testing
—
Unverified
0
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