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Jinmyeong Kim

2 accepted papers

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…