most citedEnhancing Adversarial Robustness of Vision-Language Models through Low-Rank Adaptation

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cs.CV2025

VisualTrans: A Benchmark for Real-World Visual Transformation Reasoning

Yuheng Ji, Yipu Wang, Yuyang Liu +5

Visual transformation reasoning (VTR) is a vital cognitive capability that empowers intelligent agents to understand dynamic scenes, model causal relationships, and predict future…

cs.CV2024★ 1 cited

Enhancing Adversarial Robustness of Vision-Language Models through Low-Rank Adaptation

Yuheng Ji, Yue Liu, Zhicheng Zhang +6

Vision-Language Models (VLMs) play a crucial role in the advancement of Artificial General Intelligence (AGI). As AGI rapidly evolves, addressing security concerns has emerged as o…