Author

Hamid Krim

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#machine learning Preprint Feb 2025

Boosting Adversarial Robustness and Generalization with Dictionary Structure

This work investigates a novel approach to boost adversarial robustness and generalization by incorporating structural prior into the design of deep learning models and proposes Elastic Dictionary Learning Networks (EDLNets), a novel ResNet architecture that significantly enhances adversarial robustness and generalizat...

Zhi-Chao Hou, Wei-Zhi Gao, Hamid Krim et al. · 1 citation