works on
attention distraction 1cross-head attention 1dynamic attention 1hallucination mitigation 1multimodal language models 1visual grounding 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.CV2026

Correcting Visual Blur Induced by Attention Distraction to Reduce Hallucinations: Algorithm and Theory

Quanjiang Li, Zhiming Liu, Wei Luo +2

The paper investigates why multimodal large language models hallucinate objects, linking it to an attention distraction effect similar to human visual blur, and introduces AFIP, a…