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03/24/2022
Repairing Group-Level Errors for DNNs Using Weighted Regularization
Deep Neural Networks (DNNs) have been widely used in software making dec...
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10/09/2020
Understanding Spatial Robustness of Deep Neural Networks
Deep Neural Networks (DNNs) are being deployed in a wide range of settin...
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03/30/2020
Code Prediction by Feeding Trees to Transformers
In this paper, we describe how to leverage Transformer, a recent neural ...
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05/20/2019
Testing Deep Neural Network based Image Classifiers
Image classification is an important task in today's world with many app...
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08/28/2017
