Erzeugung von Zeitlichen Sequenzen unter Verwendung Neuronaler Diffusionstransformatornetzwerke

Details

Veröffentlichungs-Nr.

EP4654079

Aktenzeichen

EP25178267

Anmeldetag

22. Mai 2025

Veröffentlichung

26. November 2025

Rechtsraum

EP

IPC

G06N3/045G06T5/60G06N3/0475

Abstract

Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for generating an output temporal sequence of data elements conditioned on an input. In one aspect, a method comprises: obtaining the input, wherein the input comprises a noise input comprising a respective latent representation for each of a plurality of segments of the temporal sequence; updating, for each segment, the latent representation for the segment using a latent denoising neural network, the updating comprising, for each segment other than the first segment: obtaining a memory vector representing one or more hidden states generated by the latent denoising neural network when updating the latent representations for one or more preceding segments; updating the latent representation for the segment at each of a plurality of iterations; and generating the output temporal sequence of data elements by processing the latent representations for the plurality of segments.

Anmelder

Firma

Google LLC

Land

🇺🇸 USA

Fachgebiete