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05/18/2023
Evaluation Metrics for CNNs Compression
There is a lot of research effort devoted by researcher into developing ...
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01/21/2023
Towards a Measure of Trustworthiness to Evaluate CNNs During Operation
Due to black box nature of Convolutional neural networks (CNNs), the con...
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04/30/2022
Operational Adaptation of DNN Classifiers using Elastic Weight Consolidation
Autonomous systems (AS) often use Deep Neural Network (DNN) classifiers ...
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11/08/2021
Safety Validation of Autonomous Vehicles using Assertion-based Oracles
Safety and mission performance validation of autonomous vehicles is a ma...
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04/07/2021
On Determinism of Game Engines used for Simulation-based Autonomous Vehicle Verification
Game engines are increasingly used as simulation platforms by the autono...
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12/11/2019