Mitigating Video Hallucinations via Attention-Guided Representation Perturbation

Zhixin Cai, Ruoqi Yuan, Xinchen Yang +4

Video large language models (Video LLMs) often generate responses unsupported by the input video. Contrastive decoding (CD) can mitigate these hallucinations, but its effectiveness…