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cs.CV2020★ 16 cited
RANDOM MASK: Towards Robust Convolutional Neural Networks
Tiange Luo, Tianle Cai, Mengxiao Zhang +2
Robustness of neural networks has recently been highlighted by the adversarial examples, i.e., inputs added with well-designed perturbations which are imperceptible to humans but c…
cs.CV2019★ 2 cited
Defective Convolutional Networks
Tiange Luo, Tianle Cai, Mengxiao Zhang +3
Robustness of convolutional neural networks (CNNs) has gained in importance on account of adversarial examples, i.e., inputs added as well-designed perturbations that are impercept…