RCR-AF, a clipped scaled-softplus activation, is claimed to improve CIFAR-10 accuracy and robustness, but the evidence is undermined by test-set tuning and a flawed complexity derivation.
Explaining and harnessing adversarial examples
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RCR-AF: Enhancing Model Generalization via Rademacher Complexity Reduction Activation Function
RCR-AF, a clipped scaled-softplus activation, is claimed to improve CIFAR-10 accuracy and robustness, but the evidence is undermined by test-set tuning and a flawed complexity derivation.