Seeing It or Not? Interpretable Vision-aware Latent Steering to Mitigate Object Hallucinations

Boxu Chen, Ziwei Zheng, Le Yang +4

Large Vision-Language Models (LVLMs) have achieved remarkable success but continue to struggle with object hallucination (OH), generating outputs inconsistent with visual inputs. W…