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#machine learning Preprint Sep 2026

Unifying Distributional Training for One-Step Visual Generation

\emph{Distributional training} provides collective supervision for one-step visual generation by matching real and generated features in frozen representation spaces. We introduce \emph{a unified theoretical framework} that separates distribution modeling from matching discrepancy and connects global objectives to poin...

Chi Zhang, Hao-Yan Shi, Yue-Yi Liu et al. · 1 citation

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