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precomputed/README.md
@@ -5,4 +5,4 @@ Precomputed universal perturbations for different classification models.
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Perturbations have a format `WxHxC`, where the channels are arranged in RGB format.
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##Reference
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[1] S. Moosavi-Dezfooli\*, A. Fawzi\*, O. Fawzi, P. Frossard:
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-*Universal adversarial perturbations*. [CoRR abs/1610.08401](http://arxiv.org/pdf/1610.08401) (2016)
+[*Universal adversarial perturbations*](http://arxiv.org/pdf/1610.08401), CVPR 2017.
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