@misc{ma2025inference, title={Inference-Time Scaling for Diffusion Models beyond Scaling Denoising Steps}, author={Nanye Ma and Shangyuan Tong and Haolin Jia and Hexiang Hu and Yu-Chuan Su and Mingda Zhang and Xuan Yang and Yandong Li and Tommi Jaakkola and Xuhui Jia and Saining Xie}, year={2025}, eprint={2501.09732}, archivePrefix={arXiv}, primaryClass={cs.CV}, url={https://arxiv.org/abs/2501.09732} }