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