NAP-Tuning: Neural Augmented Prompt Tuning for Adversarially Robust Vision-Language Models

Jiaming Zhang 0006, Xin Wang 0119, Xingjun Ma, Lingyu Qiu, Yu-Gang Jiang 0001, Jitao Sang 0001. NAP-Tuning: Neural Augmented Prompt Tuning for Adversarially Robust Vision-Language Models. IEEE Trans. Pattern Anal. Mach. Intell., 48(6):6615-6627, June 2026. [doi]

Authors

Jiaming Zhang 0006

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Xin Wang 0119

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Xingjun Ma

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Lingyu Qiu

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Yu-Gang Jiang 0001

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Jitao Sang 0001

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