Dwyer, Matthew B.
- Distribution-Aware Testing of Neural Networks Using Generative Models
2021/02/26 by Dola, Swaroopa, Dwyer, Matthew B., Soffa, Mary Lou · 4 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- Harnessing Neuron Stability to Improve DNN Verification
2024/01/19 by Hai M. Duong, Duong, Hai, Dong Xu +5 · 4 citations
Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
- Refactoring Neural Networks for Verification
2019/08/06 by David Shriver, Shriver, David, Dong Xu +5 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Software Testing and Debugging Techniques #Software Engineering Research