@article{perceivethenplanlayoutaspolicyformonocul, title = {Perceive-then-Plan: Layout-as-Policy for Monocular 3D Scene Layout Estimation}, author = {Junwei Zhou and Yu-Wing Tai}, year = {2026}, eprint = {2605.25326}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.25326}, }