@article{meanmodescreamingmeanvariancesplitresidu, title = {Mean Mode Screaming: Mean--Variance Split Residuals for 1000-Layer Diffusion Transformers}, author = {Pengqi Lu}, year = {2026}, eprint = {2605.06169}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.06169}, }