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Still There, No Longer Seen: Exposing Compression-Induced Risk in Large Vision-Language Models

Li, Qiankun et al.
arXiv (All) · Papers
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computer-vision-and-pattern-recognition
Visual token compression reduces the inference cost of Large Vision-Language Models (LVLMs). However, aggregate robustness measures do not reveal whether a particular adversarial failure is induced by compression or inherited from the underlying model. We define a compression-specific failure (CSF)
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