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Zhuorong Li

2 accepted papers

2025

DARN: An Attention-Based Neural Network Using Residual Blocks for Sleep Micro-Events Detection

ICASSP 2025accepted

Sleep micro-events are crucial indicators of sleep quality and neurological health. However, traditional sleep micro-events detectors often suffer from low precision, which leads to a high rate of false positives and misclassification. This affects the reliability of sleep research and clinical diag…

Cited by 0SourceScholar
2024

Soften to Defend: Towards Adversarial Robustness via Self-Guided Label Refinement

CVPR 2024poster

Adversarial training (AT) is currently one of the most effective ways to obtain the robustness of deep neural networks against adversarial attacks. However most AT methods suffer from robust overfitting i.e. a significant generalization gap in adversarial robustness between the training and testing…

Cited by 3SourcePDFScholar