most citedBeyond Dropout: Robust Convolutional Neural Networks Based on Local Feature Masking

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cs.CV2024

Cross-Task Attack: A Self-Supervision Generative Framework Based on Attention Shift

Qingyuan Zeng, Yunpeng Gong, Min Jiang

Studying adversarial attacks on artificial intelligence (AI) systems helps discover model shortcomings, enabling the construction of a more robust system. Most existing adversarial…

cs.CV2024★ 1 cited

Beyond Dropout: Robust Convolutional Neural Networks Based on Local Feature Masking

Yunpeng Gong, Chuangliang Zhang, Yongjie Hou +2

In the contemporary of deep learning, where models often grapple with the challenge of simultaneously achieving robustness against adversarial attacks and strong generalization cap…