2026
Causally-Grounded Dual-Path Attention Intervention for Object Hallucination Mitigation in LVLMs
AAAI 2026technical
Object hallucination remains a critical challenge in Large Vision-Language Models (LVLMs), where models generate content inconsistent with visual inputs. Existing language-decoder based mitigation approaches often regulate visual or textual attention independently, overlooking their interaction as t