@article{perceptualdecouplingforscalablemulti, title = {Perceptual Decoupling for Scalable Multi-modal Reasoning via Reward-Optimized Captioning}, author = {Yunhao Gou and Kai Chen and Zhili Liu and Lanqing Hong and Xin Jin and Zhenguo Li and James T. Kwok and Yu Zhang}, year = {2025}, eprint = {2506.04559}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.04559v1}, }