公开(公告)号：US11978141B2

公开(公告)日：2024-05-07

申请号：US18199883

申请日：2023-05-19

Applicant: Google LLC

Inventor： Chitwan Saharia ,  William Chan ,  Mohammad Norouzi ,  Saurabh Saxena ,  Yi Li ,  Jay Ha Whang ,  David James Fleet ,  Jonathan Ho

IPC: G06T11/60 ,  G06F40/284 ,  G06F40/40 ,  G06N3/08 ,  G06T3/40 ,  G06T3/4053 ,  G06T5/00

CPC classification number: G06T11/60 ,  G06F40/284 ,  G06F40/40 ,  G06N3/08 ,  G06T3/4053 ,  G06T5/002

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for generating images. In one aspect, a method includes: receiving an input text prompt including a sequence of text tokens in a natural language; processing the input text prompt using a text encoder neural network to generate a set of contextual embeddings of the input text prompt; and processing the contextual embeddings through a sequence of generative neural networks to generate a final output image that depicts a scene that is described by the input text prompt.

公开(公告)号：US20230377226A1

公开(公告)日：2023-11-23

申请号：US18199883

申请日：2023-05-19

Applicant: Google LLC

Inventor： Chitwan Saharia ,  William Chan ,  Mohammad Norouzi ,  Saurabh Saxena ,  Yi Li ,  Jay Ha Whang ,  David James Fleet ,  Jonathan Ho

IPC: G06T11/60 ,  G06T3/40 ,  G06T5/00 ,  G06F40/40 ,  G06F40/284 ,  G06N3/08

CPC classification number: G06T11/60 ,  G06T3/4053 ,  G06T5/002 ,  G06F40/40 ,  G06F40/284 ,  G06N3/08

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for generating images. In one aspect, a method includes: receiving an input text prompt including a sequence of text tokens in a natural language; processing the input text prompt using a text encoder neural network to generate a set of contextual embeddings of the input text prompt; and processing the contextual embeddings through a sequence of generative neural networks to generate a final output image that depicts a scene that is described by the input text prompt.

公开(公告)号：US20240249456A1

公开(公告)日：2024-07-25

申请号：US18624960

申请日：2024-04-02

Applicant: Google LLC

Inventor： Chitwan Saharia ,  William Chan ,  Mohammad Norouzi ,  Saurabh Saxena ,  Yi Li ,  Jay Ha Whang ,  David James Fleet ,  Jonathan Ho

IPC: G06T11/60 ,  G06F40/284 ,  G06F40/40 ,  G06N3/08 ,  G06T3/4053 ,  G06T5/70

CPC classification number: G06T11/60 ,  G06F40/284 ,  G06F40/40 ,  G06N3/08 ,  G06T3/4053 ,  G06T5/70

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for generating images. In one aspect, a method includes: receiving an input text prompt including a sequence of text tokens in a natural language; processing the input text prompt using a text encoder neural network to generate a set of contextual embeddings of the input text prompt; and processing the contextual embeddings through a sequence of generative neural networks to generate a final output image that depicts a scene that is described by the input text prompt.