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1 result for “SVD-Universal”

On Universalized Adversarial and Invariant Perturbationscs.LG

GCNNs gain rotation invariance with more training augmentation, making SVD-Universal more effective.

problem Improving robustness of GCNNs to adversarial attacks.

method SVD-Universal technique applied to GCNNs trained with larger rotations.

result SVD-Universal becomes more effective as GCNNs gain rotation invariance.

GCNNs rotation invariance adversarial attacks SVD-Universal universal perturbation

2020-06-08abs ↗pdf ↗