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Preprint Oct 2026

Data-free Multistep Diffusion Distillation

One-step diffusion distillation achieves strong performance on small datasets but remains insufficient for high-resolution or complex text-to-image settings. Extending to multistep distillation often requires training data, suffers from early-step degradation, inconsistent outputs across sampling budgets, and incurs hi...

N. Tran, Kien Do, D. T. Nguyen et al. · 0 citations

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