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Collaborative Research: Robust Deep Learning in Real Physical Space: Generalization, Scalability, and Credibility

The vulnerability of deep neural networks to small and imperceptible perturbations is a major challenge in machine learning today. For a variety of applications such as autonomous vehicles, security, and medical diagnosis, this weakness has severely ...

Collaborative Research: Robust Deep Learning in Real Physical Space: Generalization, Scalability, and Credibility - Image

The vulnerability of deep neural networks to small and imperceptible perturbations is a major challenge in machine learning today. For a variety of applications such as autonomous vehicles, security, and medical diagnosis, this weakness has severely ...