@article{pretraineddiffusionmodelsareinherentlysk, title = {Pretrained Diffusion Models Are Inherently Skipped-Step Samplers}, author = {Wenju Xu}, year = {2025}, eprint = {2508.15233}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.15233}, }