2025
Fuzzy Contrastive Decoding to Alleviate Object Hallucination in Large Vision-Language Models
ICCV 2025poster
Large vision-language models (LVLMs) often exhibit object hallucination, a phenomenon where models generate descriptions of non-existent objects within images. Prior methods have sought to mitigate this issue by adjusting model logits to reduce linguistic bias, but they often lack precise control ov…