Yangyu Xu

Learning Extremely Lightweight and Robust Model with Differentiable Constraints on Sparsity and Condition Number

"Learning lightweight and robust deep learning models is an enormous challenge for safety-critical devices with limited computing and memory resources, owing to robustness against adversarial attacks being proportional to network capacity. The community has extensively explored the integration of ad…