Xiamen University, Westlake University and DAMO Academy propose "Poison as Cure", A novel method using visual noise to mitigate object hallucination in LVMs
We propose a novel method that uses optimized visual noise to suppress object hallucinations in LVMs. By enhancing factual grounding and reducing parametric bias, our approach improves model reliability across 8 vision-language models.
Jan 30, 2025
Poison as Cure-Visual Noise for Mitigating Object Hallucinations in LVMs
What doesn’t kill me makes me stronger!
Jan 30, 2025