Jingyuan Deng, Yujiu Yang: MaskCD: Mitigating LVLM Hallucinations by Image Head Masked Contrastive Decoding https://arxiv.org/abs/2510.02790 https://arxiv.org/pdf/2510.02790 https://arxiv.org/html/2510.02790

[2025-10-06] 📚 Updates in #MLLM

(1) <a href="https://researchtrend.ai/papers/2510.02790" class="hover:underline text-blue-600 dark:text-sky-400 no-card-link" target="_blank" rel="noopener" data-link="bsky">MaskCD: Mitigating LVLM Hallucinations by Image Head Masked Contrastive Decoding
(2) MaskCD: Mitigating LVLM Hallucinations by Image Head Masked Contrastive Decoding

🔍 More at researchtrend.ai/communities/MLLM

MaskCD, a new contrastive decoding method that masks the image head, cuts hallucination rates in LVLMs like LLaVA‑1.5‑7B and Qwen‑VL‑7B without hurting overall performance. Read more: https://getnews.me/maskcd-cuts-hallucinations-in-vision-language-models/ #maskcd #lvlm #visionlanguage

Jingyuan Deng, Yujiu Yang
MaskCD: Mitigating LVLM Hallucinations by Image Head Masked Contrastive Decoding
https://arxiv.org/abs/2510.02790