@article{revisitingdiffusionmodelsfromgenerative,
  title = {Revisiting Diffusion Models: From Generative Pre-training to One-Step Generation},
  author = {Bowen Zheng and Tianming Yang},
  year = {2025},
  eprint = {2506.09376},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2506.09376v1},
}