A Systematic Review of Robustness in Deep Learning for Computer Vision: Mind the gap?

Nathan Drenkow, Numair Sani, Ilya Shpitser +1

Deep neural networks for computer vision are deployed in increasingly safety-critical and socially-impactful applications, motivating the need to close the gap in model performance…