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ADD: adversarial and score-based diffusion distillation

Contribution grade

Diffusion acceleration · Human-designed research method or resource

Reference score80,000Provisional editorial estimate of this exact contribution; its grade is assessed separately.

What changed

Combined teacher score-distillation signals with adversarial loss to train few-step foundation-image generators.

Scientific scope

Combined teacher score-distillation signals with adversarial loss to train few-step foundation-image generators. Inherits GANs, score distillation and diffusion teachers. Acquired delta is the joint objective/system, not first one-step generation. Original real-time/first claims are not independently adjudicated; teacher and discriminator training costs remain.

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 GANs, score distillation and diffusion teachers. Acquired delta is the joint objective/system, not first one-step generation. Original real-time/first claims are not independently adjudicated; teacher and discriminator training costs remain.

Contributors

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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