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RVCL: Evaluating the robustness of contrastive learning via verification
Contrastive adversarial training has successfully improved the robustness of contrastive
learning (CL). However, the robustness metric in these methods depends on attack …
learning (CL). However, the robustness metric in these methods depends on attack …
[PDF][PDF] A Survey on Image Perturbations for Model Robustness: Attacks and Defenses
The widespread adoption of deep neural networks (DNNs) has raised significant concerns
about their robustness, particularly in real-world environments characterized by inherent …
about their robustness, particularly in real-world environments characterized by inherent …