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Attention at Rest Stays at Rest: Breaking Visual Inertia to Mitigate Relation Hallucinations

Gong, Boyang et al.
arXiv (All) · Papers
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artificial-intelligencecomputer-vision-and-pattern-recognition
While multimodal large language models demonstrate strong entity-level perception, faithfully grounding relational interactions between objects remains a persistent challenge. Although conventional visual grounding techniques attempt to resolve hallucinations by amplifying visual attention, strength
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