Browsing 40-Issue 7 by Subject "Machine learning"
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Interactive Analysis of CNN Robustness
(The Eurographics Association and John Wiley & Sons Ltd., 2021)While convolutional neural networks (CNNs) have found wide adoption as state-of-the-art models for image-related tasks, their predictions are often highly sensitive to small input perturbations, which the human vision is ...