Mitigating catastrophic overfitting in fast adversarial training via dynamic polyak weight averaging and gradient norm dual-penalty

Neurocomputing 2026

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Authors: Anjum Iqbal, Weiqiang Kong, Yasir Iqbal, Maozhen Zhang, Ijaz Hussain

DOI: 10.1016/j.neucom.2026.133149

Cited by: 1

References: 15

Fields of Study & Subjects

Adversarial Robustness in Machine Learning Stochastic Gradient Optimization Techniques Generative Adversarial Networks and Image Synthesis

References 15