@article{coupletocontroljointinitialnoisedesignin, title = {Couple to Control: Joint Initial Noise Design in Diffusion Models}, author = {Jing Jia and Liyue Shen and Guanyang Wang}, year = {2026}, eprint = {2605.11311}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.11311}, }