31 citations · 37 across the 5 of their papers we have counts for
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cs.CV2018
Understanding the Importance of Single Directions via Representative Substitution
Li Chen, Hailun Ding, Qi Li +3
Understanding the internal representations of deep neural networks (DNNs) is crucal to explain their behavior. The interpretation of individual units, which are neurons in MLPs or…
cs.CV2018★ 6 cited
A Data-driven Adversarial Examples Recognition Framework via Adversarial Feature Genome
Li Chen, Qi Li, Weiye Chen +2
Adversarial examples pose many security threats to convolutional neural networks (CNNs). Most defense algorithms prevent these threats by finding differences between the original i…