102 citations · 115 across the 10 of their papers we have counts for
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cs.CV2018★ 5 cited
Optimal Transport Classifier: Defending Against Adversarial Attacks by Regularized Deep Embedding
Yao Li, Martin Renqiang Min, Wenchao Yu +3
Recent studies have demonstrated the vulnerability of deep convolutional neural networks against adversarial examples. Inspired by the observation that the intrinsic dimension of i…
cs.LG2018★ 1 cited
Block-wise Partitioning for Extreme Multi-label Classification
Yuefeng Liang, Cho-Jui Hsieh, Thomas C. M. Lee
Extreme multi-label classification aims to learn a classifier that annotates an instance with a relevant subset of labels from an extremely large label set. Many existing solutions…