What is recorded here?
Added trainable spatial-conditioning branches to frozen text-to-image diffusion models using zero-initialized connections.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
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.
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People and systems
Lvmin Zhang; Anyi Rao; Maneesh Agrawala
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.
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English catalogue narrative
Zhang, Rao and Agrawala: ControlNet spatial conditioning
Added trainable spatial-conditioning branches to frozen text-to-image diffusion models using zero-initialized connections.
Scientific scope
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.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Lvmin Zhang; Anyi Rao; Maneesh Agrawala
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.