AIBullisharXiv – CS AI · 9h ago7/10
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Correcting Visual Blur Induced by Attention Distraction to Reduce Hallucinations: Algorithm and Theory
Researchers identify that hallucinations in multimodal large language models stem from attention distraction mechanisms similar to human cognitive failures under divided focus. The study proposes AFIP, a training-free algorithm that corrects spatial attention inconsistencies and temporal attention fading to improve visual grounding and reduce false object generation.