2 papers
cs.LG2020
Manifold-based Test Generation for Image Classifiers
Taejoon Byun, Abhishek Vijayakumar, Sanjai Rayadurgam +1
Neural networks used for image classification tasks in critical applications must be tested with sufficient realistic data to assure their correctness. To effectively test an image…
cs.SE2019
Input Prioritization for Testing Neural Networks
Taejoon Byun, Vaibhav Sharma, Abhishek Vijayakumar +2
Deep neural networks (DNNs) are increasingly being adopted for sensing and control functions in a variety of safety and mission-critical systems such as self-driving cars, autonomo…