1.5k citations · 2.1k across the 26 of their papers we have counts for
Showing 2018 · cs.CVShow all
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cs.CV2018★ 5 cited
Strike (with) a Pose: Neural Networks Are Easily Fooled by Strange Poses of Familiar Objects
Michael A. Alcorn, Qi Li, Zhitao Gong +4
Despite excellent performance on stationary test sets, deep neural networks (DNNs) can fail to generalize to out-of-distribution (OoD) inputs, including natural, non-adversarial on…
cs.CV2018★ 5 cited
VectorDefense: Vectorization as a Defense to Adversarial Examples
Vishaal Munusamy Kabilan, Brandon Morris, Anh Nguyen
Training deep neural networks on images represented as grids of pixels has brought to light an interesting phenomenon known as adversarial examples. Inspired by how humans reconstr…