TECHNIQUES FOR CONTENT SYNTHESIS USING DENOISING DIFFUSION MODELS

TECHNIQUES FOR CONTENT SYNTHESIS USING DENOISING DIFFUSION MODELS

Techniques are disclosed herein for generating a content item. The techniques include receiving a content item and metadata indicating a level of corruption associated with the content item; and for each iteration included in a plurality of iterations: performing one or more operations to add corrup...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: AITTALA, Miika, LAINE, Samuli, KARRAS, Tero Tapani, AILA, Timo Oskari
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTING
COUNTING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
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Beschreibung
Zusammenfassung:Techniques are disclosed herein for generating a content item. The techniques include receiving a content item and metadata indicating a level of corruption associated with the content item; and for each iteration included in a plurality of iterations: performing one or more operations to add corruption to a first version of the content item to generate a second version of the content item, and performing one or more operations to reduce corruption in the second version of the content item to generate a third version of the content item, wherein a level of corruption associated with the third version of the content item is less than a level of corruption associated with the first version of the content item.