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01/01/2022
Geometric Complexity Theory – Lie Algebraic Methods for Projective Limits of Stable Points
Let G be a connected reductive group acting on a complex vector space V ...
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06/20/2020
How do SGD hyperparameters in natural training affect adversarial robustness?
Learning rate, batch size and momentum are three important hyperparamete...
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06/08/2020
On Universalized Adversarial and Invariant Perturbations
Convolutional neural networks or standard CNNs (StdCNNs) are translation...
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05/18/2020
Universalization of any adversarial attack using very few test examples
Deep learning models are known to be vulnerable not only to input-depend...
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02/26/2020