@article{denoisingscoredistillationfromnoisy, title = {Denoising Score Distillation: From Noisy Diffusion Pretraining to One-Step High-Quality Generation}, author = {Tianyu Chen and Yasi Zhang and Zhendong Wang and Ying Nian Wu and Oscar Leong and Mingyuan Zhou}, year = {2025}, eprint = {2503.07578}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2503.07578v2}, }