@article{establishingstochasticobjectmodelsfromno, title = {Establishing Stochastic Object Models from Noisy Data via Ambient Measurement-Integrated Diffusion}, author = {Xiaoning Lei and Jianwei Sun and Wenhao Cai and Xichen Xu and Yanshu Wang and Hu Gao}, year = {2025}, eprint = {2512.14187}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2512.14187}, }