IMAGE GENERATORS WITH CONDITIONALLY-INDEPENDENT PIXEL SYNTHESIS

IMAGE GENERATORS WITH CONDITIONALLY-INDEPENDENT PIXEL SYNTHESIS

The disclosure relates to multi-layer perceptron architecture, that may be used for image generation. A new architecture for image generators, where the color value at each pixel is computed independently given the value of a random latent vector and the coordinate of that pixel is provided. No spat...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: ANOKHIN, Ivan Aleksandrovich, DEMOCHKIN, Kirill Vladislavovich, STERKIN, Gleb Mikhailovich, KORZHENKOV, Denis Mikhailovich, KHAKHULIN, Taras Andreevich, LEMPITSKY, Victor Sergeevich
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
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Beschreibung
Zusammenfassung:The disclosure relates to multi-layer perceptron architecture, that may be used for image generation. A new architecture for image generators, where the color value at each pixel is computed independently given the value of a random latent vector and the coordinate of that pixel is provided. No spatial convolutions or similar operations that propagate information across pixels are involved during the synthesis.