5 citations · 5 across the 3 of their papers we have counts for
3 papers
Rapid Development of Compositional AI
Lee Martie, Jessie Rosenberg, Veronique Demers +12
Compositional AI systems, which combine multiple artificial intelligence components together with other application components to solve a larger problem, have no known pattern of d…
Distributed Adversarial Training to Robustify Deep Neural Networks at Scale
Gaoyuan Zhang, Songtao Lu, Yihua Zhang +7
Current deep neural networks (DNNs) are vulnerable to adversarial attacks, where adversarial perturbations to the inputs can change or manipulate classification. To defend against…
Reflecting After Learning for Understanding
Lee Martie, Mohammad Arif Ul Alam, Gaoyuan Zhang +1
Today, image classification is a common way for systems to process visual content. Although neural network approaches to classification have seen great progress in reducing error r…