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DNN Testing

Testing the reliability of DNNs.

Papers

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Showing 1–10 of 27 papers

TitleStatusHype
RBT4DNN: Requirements-based Testing of Neural NetworksCode0
GAN-enhanced Simulation-driven DNN Testing in Absence of Ground Truth—0
DANDI: Diffusion as Normative Distribution for Deep Neural Network Input—0
Bridging the Gap between Real-world and Synthetic Images for Testing Autonomous Driving Systems—0
Targeted Deep Learning System Boundary TestingCode0
DeepSample: DNN sampling-based testing for operational accuracy assessment—0
DeepKnowledge: Generalisation-Driven Deep Learning Testing—0
Rethinking Diversity in Deep Neural Network Testing—0
CGDTest: A Constrained Gradient Descent Algorithm for Testing Neural Networks—0
An Overview of Structural Coverage Metrics for Testing Neural NetworksCode0
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