GENERATING DATA ITEMS USING OFF-THE-SHELF GUIDED GENERATIVE DIFFUSION PROCESSES

GENERATING DATA ITEMS USING OFF-THE-SHELF GUIDED GENERATIVE DIFFUSION PROCESSES

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for generating a data item using a diffusion neural network. In particular, the data item is generated by guiding a reverse diffusion process using a time-independent guidance neural network.

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Bibliographische Detailangaben
Hauptverfasser: BINKOWSKI, Mikolaj, DURKAN, Conor Michael, SHANG, Wenling, DIELEMAN, Sander Etienne Lea
Format: Patent
Sprache:eng ; fre ; ger
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Beschreibung
Zusammenfassung:Methods, systems, and apparatus, including computer programs encoded on computer storage media, for generating a data item using a diffusion neural network. In particular, the data item is generated by guiding a reverse diffusion process using a time-independent guidance neural network.