24 citations · 24 across the 2 of their papers we have counts for
2 papers
cs.CV2025
MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models
Qiyan Zhao, Xiaofeng Zhang, Yiheng Li +7
Hallucinations pose a significant challenge in Large Vision Language Models (LVLMs), with misalignment between multimodal features identified as a key contributing factor. This pap…
cs.CL2024★ 24 cited
DOPRA: Decoding Over-accumulation Penalization and Re-allocation in Specific Weighting Layer
Jinfeng Wei, Xiaofeng Zhang
In this work, we introduce DOPRA, a novel approach designed to mitigate hallucinations in multi-modal large language models (MLLMs). Unlike existing solutions that typically involv…