@article{lenslowfrequencyeigennoiseshapingforeffi, title = {LENS: Low-Frequency Eigen Noise Shaping for Efficient Diffusion Sampling}, author = {Haewon Jeon and Si-Hyeon Lee}, year = {2026}, eprint = {2605.07253}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.07253}, }