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: Lempitsky, Victor Sergeevich, Korzhenkov, Denis Mikhailovich, Khakhulin, Taras Andreevich, Demochkin, Kirill Vladislavovich, Sterkin, Gleb Mikhailovich, Anokhin, Ivan Aleksandrovich
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.