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binary_network [2018/10/10 12:04]
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binary_network [2018/11/04 13:10] (current)
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 The discrete, non-differentiable nature of BNNs, which distinguishes them from their full-precision counterparts,​ poses a challenge to gradient-based attacks. In this work, we study the problem of attacking a BNN through the lens of combinatorial and integer optimization. ​ The discrete, non-differentiable nature of BNNs, which distinguishes them from their full-precision counterparts,​ poses a challenge to gradient-based attacks. In this work, we study the problem of attacking a BNN through the lens of combinatorial and integer optimization. ​
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 +https://​arxiv.org/​pdf/​1803.07125v2.pdf Local Binary Pattern Networks