48 citations · 87 across the 13 of their papers we have counts for
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cs.CR2018★ 48 cited
Characterizing Adversarial Examples Based on Spatial Consistency Information for Semantic Segmentation
Chaowei Xiao, Ruizhi Deng, Bo Li +3
Deep Neural Networks (DNNs) have been widely applied in various recognition tasks. However, recently DNNs have been shown to be vulnerable against adversarial examples, which can m…
cs.CV2018★ 5 cited
Sparsely Aggregated Convolutional Networks
Ligeng Zhu, Ruizhi Deng, Michael Maire +3
We explore a key architectural aspect of deep convolutional neural networks: the pattern of internal skip connections used to aggregate outputs of earlier layers for consumption by…