AWhat changed
Repeatedly distilled a deterministic diffusion sampler into a student taking half as many steps, with parameterizations designed for few-step stability.
Scientific scope
Repeatedly distilled a deterministic diffusion sampler into a student taking half as many steps, with parameterizations designed for few-step stability. Inherits DDIM and knowledge distillation. Halving schedule is a construction, not a general proof of exact sample-distribution preservation; perceptual quality and training-cost comparisons are measured on selected benchmarks.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. Inherits DDIM and knowledge distillation. Halving schedule is a construction, not a general proof of exact sample-distribution preservation; perceptual quality and training-cost comparisons are measured on selected benchmarks.
Contributors
- Source-listed authors and technical contributors · SCIENCE: Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.
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