Improving Gradient Regularization
using Complex-Valued Neural Networks
Eric Yeats 1 Yiran Chen 1 Hai Li 1
Abstract and that these inputs are difficult to distinguish from nor-
Gradient regularization is a neural network de- mal inputs. Subsequent investigation by Goodfellow et al.
fense technique that requires no prior knowledge (2014) and Papernot et al. (2016) further demonstrate that
of an adversarial attack ...


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