Dismantling Pathological Shortcuts: A Causal Framework for Faithful LVLM Decoding

Liu Yu, Can Chen, Ping Kuang +3

Large Vision-Language Models (LVLMs) exhibit sophisticated reasoning but remain susceptible to object hallucination. Deviating from the prevailing attention intensity assumption, w…