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12/13/2022
An Exploratory Study of AI System Risk Assessment from the Lens of Data Distribution and Uncertainty
Deep learning (DL) has become a driving force and has been widely adopte...
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07/13/2022
Verifying Attention Robustness of Deep Neural Networks against Semantic Perturbations
It is known that deep neural networks (DNNs) classify an input image by ...
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03/01/2022
NeuRecover: Regression-Controlled Repair of Deep Neural Networks with Training History
Systematic techniques to improve quality of deep neural networks (DNNs) ...
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10/16/2021
AugmentedCode: Examining the Effects of Natural Language Resources in Code Retrieval Models
Code retrieval is allowing software engineers to search codes through a ...
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10/04/2021