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binary_network [2018/09/27 14:01]
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binary_network [2018/11/04 13:10] (current)
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 network’s weights to a small number of unique values (typically 100-1000) by network’s weights to a small number of unique values (typically 100-1000) by
 employing a periodic adaptive clustering step during training. employing a periodic adaptive clustering step during training.
 +
 +https://​arxiv.org/​abs/​1810.03538v1 Combinatorial Attacks on Binarized Neural Networks
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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. ​
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 +https://​arxiv.org/​pdf/​1803.07125v2.pdf Local Binary Pattern Networks