@article{dynamicaldiffusionlearningtemporal, title = {Dynamical Diffusion: Learning Temporal Dynamics with Diffusion Models}, author = {Xingzhuo Guo and Yu Zhang and Baixu Chen and Haoran Xu and Jianmin Wang and Mingsheng Long}, year = {2025}, eprint = {2503.00951}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2503.00951v1}, }