Breaking the Illusion: When Positive Meets Negative in Multimodal Decoding

Yubo Jiang, Yitong An, Xin Yang +7

Vision-Language Models (VLMs) are frequently undermined by object hallucination, generating content that contradicts visual reality, due to an over-reliance on linguistic priors. W…