@article{decouplingtheimageperceptionand, title = {Decoupling the Image Perception and Multimodal Reasoning for Reasoning Segmentation with Digital Twin Representations}, author = {Yizhen Li and Dell Zhang and Xuelong Li and Yiqing Shen}, year = {2025}, eprint = {2506.07943}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.07943v1}, }