Robust CLIP-Guided Deep Thinking: A Two-Stage Optimization Strategy for Enhancing Adversarial Robustness and Reliability in LVLMs.

Yize Sui, Wanrong Huang, Wenjing Yang, Chaofan Zhao, Jing Ren, Ji Wang

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