23 citations · 25 across the 6 of their papers we have counts for
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cs.LG2020
Nonparametric Learning of Two-Layer ReLU Residual Units
Zhunxuan Wang, Linyun He, Chunchuan Lyu +1
We describe an algorithm that learns two-layer residual units using rectified linear unit (ReLU) activation: suppose the input is from a distribution with support spac…
cs.LG2015★ 23 cited
A Unified Gradient Regularization Family for Adversarial Examples
Chunchuan Lyu, Kaizhu Huang, Hai-Ning Liang
Adversarial examples are augmented data points generated by imperceptible perturbation of input samples. They have recently drawn much attention with the machine learning and data…