AWhat changed
Added trainable spatial-conditioning branches to frozen text-to-image diffusion models using zero-initialized connections.
Scientific scope
Added trainable spatial-conditioning branches to frozen text-to-image diffusion models using zero-initialized connections. The contribution is the original ControlNet architecture and evaluated controls. It does not establish universal control accuracy, preserve all model behavior, or include later ControlNet variants.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. The contribution is the original ControlNet architecture and evaluated controls. It does not establish universal control accuracy, preserve all model behavior, or include later ControlNet variants.
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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