@article{revealingperceptionandgenerationdynamics, title = {Revealing Perception and Generation Dynamics in LVLMs: Mitigating Hallucinations via Validated Dominance Correction}, author = {Guangtao Lyu and Xinyi Cheng and Chenghao Xu and Qi Liu and Muli Yang and Fen Fang and Huilin Chen and Jiexi Yan and Xu Yang and Cheng Deng}, year = {2025}, eprint = {2512.18813}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.18813}, }