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by bitL 3225 days ago
To what extent those universal perturbations are causing problems due to insufficient image augmentation? Or due to deficient optimizer used while training CNNs (all optimizers are just heuristics with nasty failure cases)? Could we train a GAN-like DNN on those perturbations to make their effect disappear?