125 citations · 237 across the 12 of their papers we have counts for
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cs.CV2020★ 5 cited
Connecting the Dots: Detecting Adversarial Perturbations Using Context Inconsistency
Shasha Li, Shitong Zhu, Sudipta Paul +5
There has been a recent surge in research on adversarial perturbations that defeat Deep Neural Networks (DNNs) in machine vision; most of these perturbation-based attacks target ob…
cs.CV2017★ 68 cited
Modeling the Resource Requirements of Convolutional Neural Networks on Mobile Devices
Zongqing Lu, Swati Rallapalli, Kevin Chan +1
Convolutional Neural Networks (CNNs) have revolutionized the research in computer vision, due to their ability to capture complex patterns, resulting in high inference accuracies.…