公开(公告)号：US11500939B2

公开(公告)日：2022-11-15

申请号：US16854697

申请日：2020-04-21

Applicant: Adobe Inc.

Inventor： Pranav Vineet Aggarwal ,  Ali Aminian ,  Ajinkya Gorakhnath Kale ,  Aashish Kumar Misraa

IPC: G06F7/00 ,  G06F16/903 ,  G06N20/00 ,  G06F16/908 ,  G06K9/62

Abstract: Technology is disclosed herein for enhanced similarity search. In an implementation, a search environment includes one or more computing hardware, software, and/or firmware components in support of enhanced similarity search. The one or more components identify a modality for a similarity search with respect to a query object. The components generate an embedding for the query object based on the modality and based on connections between the query object and neighboring nodes in a graph. The embedding for the query object provides the basis for the search for similar objects.

公开(公告)号：US20210326393A1

公开(公告)日：2021-10-21

申请号：US16854697

申请日：2020-04-21

Applicant: Adobe Inc.

Inventor： Pranav Vineet Aggarwal ,  Ali Aminian ,  Ajinkya Gorakhnath Kale ,  Aashish Kumar Misraa

IPC: G06F16/903 ,  G06N20/00 ,  G06K9/62 ,  G06F16/908

Abstract: Technology is disclosed herein for enhanced similarity search. In an implementation, a search environment includes one or more computing hardware, software, and/or firmware components in support of enhanced similarity search. The one or more components identify a modality for a similarity search with respect to a query object. The components generate an embedding for the query object based on the modality and based on connections between the query object and neighboring nodes in a graph. The embedding for the query object provides the basis for the search for similar objects

公开(公告)号：US20250117972A1

公开(公告)日：2025-04-10

申请号：US18817692

申请日：2024-08-28

Applicant: ADOBE INC.

Inventor： Hareesh Ravi ,  Aashish Kumar Misraa ,  Ajinkya Gorakhnath Kale

IPC: G06T11/00 ,  G06V10/771

Abstract: A method, apparatus, non-transitory computer readable medium, and system for image generation include encoding a text prompt to obtain a text embedding. An image prompt is encoded to obtain an image embedding. Cross-attention is performed on the text embedding and then on the image embedding to obtain a text attention output and an image attention output, respectively. A synthesized image is generated based on the text attention output and the image attention output.

公开(公告)号：US20220391450A1

公开(公告)日：2022-12-08

申请号：US17887694

申请日：2022-08-15

Applicant: Adobe Inc.

Inventor： Pranav Vineet Aggarwal ,  Ali Aminian ,  Ajinkya Gorakhnath Kale ,  Aashish Kumar Misraa

IPC: G06F16/903 ,  G06N20/00 ,  G06F16/908 ,  G06K9/62

Abstract: Technology is disclosed herein for enhanced similarity search. In an implementation, a search environment includes one or more computing hardware, software, and/or firmware components in support of enhanced similarity search. The one or more components identify a modality for a similarity search with respect to a query object. The components generate an embedding for the query object based on the modality and based on connections between the query object and neighboring nodes in a graph. The embedding for the query object provides the basis for the search for similar objects