公开(公告)号：US20250094798A1

公开(公告)日：2025-03-20

申请号：US18727800

申请日：2022-02-03

Applicant: Google LLC

Inventor： Li Zhang ,  Matthew Sharifi ,  David Petrou ,  Blaise Aguera y Arcas

IPC: G06N3/08

Abstract: Systems and methods for partitioning a large model that has been configured to use a model-synthesis approach in which multiple basis models are combined to generate a final output. The present technology provides systems and methods for identifying a device-specific or subject-specific subset of those basis models to be used on a given device, such that it need not store the weight matrices for the entire set of basis models, and may perform inference using only the weight matrices of the identified subset of basis models. In some examples, the subset of basis models used by a given device may be updated based on actual usage and feedback. Likewise, in some examples, the model may be trained in a federated setting in which multiple devices each utilize different subsets of the basis models, and share training signals with a full copy of the model.

公开(公告)号：US20250024237A1

公开(公告)日：2025-01-16

申请号：US18900067

申请日：2024-09-27

Applicant: GOOGLE LLC

Inventor： Matthew Sharifi ,  Jorge Pereira ,  Dominik Roblek ,  Julian Odell ,  Cong Li ,  David Petrou

IPC: H04W4/60 ,  G06F16/23 ,  G06F16/2457 ,  G06F16/248 ,  G06F16/587 ,  G06F16/907 ,  G06F16/9535 ,  G06V20/62 ,  H04L67/50 ,  H04W4/029 ,  H04W4/18

Abstract: Systems and methods are provided for a personalized entity repository. For example, a computing device comprises a personalized entity repository having fixed sets of entities from an entity repository stored at a server, a processor, and memory storing instructions that cause the computing device to identify fixed sets of entities that are relevant to a user based on context associated with the computing device, rank the fixed sets by relevancy, and update the personalized entity repository using selected sets determined based on the rank and on set usage parameters applicable to the user. In another example, a method includes generating fixed sets of entities from an entity repository, including location-based sets and topic-based sets, and providing a subset of the fixed sets to a client, the client requesting the subset based on the client's location and on items identified in content generated for display on the client.

公开(公告)号：US12026593B2

公开(公告)日：2024-07-02

申请号：US17071330

申请日：2020-10-15

Applicant: Google LLC

Inventor： Matthew Sharifi ,  Daniel Ramage ,  David Petrou

IPC: G06N20/00 ,  G06F3/0481 ,  G06F3/0482 ,  G06F3/0484 ,  G06F3/04895 ,  G06F9/451 ,  G06F16/245 ,  G06F16/332 ,  G06N5/02

CPC classification number: G06N20/00 ,  G06F3/0481 ,  G06F3/0482 ,  G06F3/0484 ,  G06F3/04895 ,  G06F9/453 ,  G06F16/245 ,  G06F16/3322 ,  G06N5/02

Abstract: Systems and methods are provided for suggesting actions for selected text based on content displayed on a mobile device. An example method can include converting a selection made via a display device into a query, providing the query to an action suggestion model that is trained to predict an action given a query, each action being associated with a mobile application, receiving one or more predicted actions, and initiating display of the one or more predicted actions on the display device. Another example method can include identifying, from search records, queries where a website is highly ranked, the website being one of a plurality of websites in a mapping of websites to mobile applications. The method can also include generating positive training examples for an action suggestion model from the identified queries, and training the action suggestion model using the positive training examples.

公开(公告)号：US11967299B2

公开(公告)日：2024-04-23

申请号：US18082243

申请日：2022-12-15

Applicant: Google LLC

Inventor： Teresa Ko ,  Hartwig Adam ,  Mikkel Crone Koser ,  Alexei Masterov ,  Andrews-Junior Kimbembe ,  Matthew J. Bridges ,  Paul Chang ,  David Petrou ,  Adam Berenzweig

IPC: G09G5/36 ,  G06F3/04817 ,  G06F3/04842 ,  G06F3/14 ,  G06V10/10 ,  G06V20/20 ,  G06V20/30 ,  G06V20/70 ,  H04N23/62 ,  H04N23/63

CPC classification number: G09G5/363 ,  G06F3/04817 ,  G06F3/04842 ,  G06F3/1431 ,  G06F3/1438 ,  G06V10/10 ,  G06V20/20 ,  G06V20/30 ,  G06V20/70 ,  H04N23/62 ,  H04N23/63 ,  H04N23/631 ,  G09G2360/08

Abstract: Implementations of the present disclosure include actions of receiving image data of an image capturing a scene, receiving data describing one or more entities determined from the scene, the one or more entities being determined from the scene, determining one or more actions based on the one or more entities, each action being provided at least partly based on search results from searching the one or more entities, and providing instructions to display an action interface comprising one or more action elements, each action element being to induce execution of a respective action, the action interface being displayed in a viewfinder.

公开(公告)号：US20230350905A1

公开(公告)日：2023-11-02

申请号：US18344509

申请日：2023-06-29

Applicant: Google LLC

Inventor： Matthew Sharifi ,  Abhanshu Sharma ,  David Petrou

IPC: G06F16/2457 ,  G06F16/583 ,  G06F16/58 ,  G06F16/2452 ,  G06F16/903

CPC classification number: G06F16/24578 ,  G06F16/583 ,  G06F16/5866 ,  G06F16/24522 ,  G06F16/90335

Abstract: Methods, systems, and apparatus for receiving a query image, receiving one or more entities that are associated with the query image, identifying, for one or more of the entities, one or more candidate search queries that are pre-associated with the one or more entities, generating a respective relevance score for each of the candidate search queries, selecting, as a representative search query for the query image, a particular candidate search query based at least on the generated respective relevance scores and providing the representative search query for output in response to receiving the query image.

公开(公告)号：US11805208B2

公开(公告)日：2023-10-31

申请号：US16771630

申请日：2019-05-09

Applicant: Google LLC

Inventor： Shavit Matias ,  Noam Etzion-Rosenberg ,  Blaise Aguera-Arcas ,  Benjamin Schlesinger ,  Brandon Barbello ,  Ori Kabeli ,  David Petrou ,  Yossi Matias ,  Nadav Bar

IPC: H04M3/527 ,  G06N20/00 ,  G06Q10/1093 ,  G10L15/08 ,  G10L15/22 ,  H04M3/42 ,  H04M3/436

CPC classification number: H04M3/527 ,  G06N20/00 ,  G06Q10/1095 ,  G10L15/08 ,  G10L15/22 ,  H04M3/42357 ,  H04M3/42374 ,  H04M3/4365 ,  G10L2015/088 ,  G10L2015/223

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for receiving, at a mobile computing device that is associated with a called user, a call from a calling computing device that is associated with a calling user; in response to receiving the call, determining, by the mobile computing device, that data associated with the called user indicates that the called user will not respond to the call; in response to determining that the called user will not respond to the call, inferring, by the mobile computing device, an informational need of the calling user; and automatically providing, from the mobile computing device to the calling computing device, information associated with the called user and that satisfies the inferred informational need of the calling user.

公开(公告)号：US11734287B2

公开(公告)日：2023-08-22

申请号：US17676615

申请日：2022-02-21

Applicant: Google LLC

Inventor： Matthew Sharifi ,  David Petrou ,  Abhanshu Sharma

IPC: G06F16/2457 ,  G06F16/583 ,  G06F16/58 ,  G06F16/2452 ,  G06F16/903

CPC classification number: G06F16/24578 ,  G06F16/24522 ,  G06F16/583 ,  G06F16/5866 ,  G06F16/90335

Abstract: Methods, systems, and apparatus for receiving a query image, receiving one or more entities that are associated with the query image, identifying, for one or more of the entities, one or more candidate search queries that are pre-associated with the one or more entities, generating a respective relevance score for each of the candidate search queries, selecting, as a representative search query for the query image, a particular candidate search query based at least on the generated respective relevance scores and providing the representative search query for output in response to receiving the query image.

公开(公告)号：US11615136B2

公开(公告)日：2023-03-28

申请号：US17157022

申请日：2021-01-25

Applicant: Google LLC

Inventor： David Petrou ,  Matthew J. Bridges ,  Shailesh Nalawadi ,  Hartwig Adam ,  Matthew R. Casey ,  Hartmut Neven ,  Andrew Harp

IPC: G06F16/583 ,  G06F16/50 ,  G06F16/9535 ,  H04N5/225 ,  G06K9/62 ,  G06V10/10 ,  G06V10/56 ,  G06V10/96 ,  G06V20/20 ,  G06V20/62 ,  G06V30/142 ,  G06F3/048

Abstract: A system and method of identifying objects is provided. In one aspect, the system and method includes a hand-held device with a display, camera and processor. As the camera captures images and displays them on the display, the processor compares the information retrieved in connection with one image with information retrieved in connection with subsequent images. The processor uses the result of such comparison to determine the object that is likely to be of greatest interest to the user. The display simultaneously displays the images the images as they are captured, the location of the object in an image, and information retrieved for the object.

公开(公告)号：US20220188321A1

公开(公告)日：2022-06-16

申请号：US17676615

申请日：2022-02-21

Applicant: Google LLC

Inventor： Matthew Sharifi ,  David Petrou ,  Abhanshu Sharma

IPC: G06F16/2457 ,  G06F16/583 ,  G06F16/58 ,  G06F16/2452 ,  G06F16/903

Abstract: Methods, systems, and apparatus for receiving a query image, receiving one or more entities that are associated with the query image, identifying, for one or more of the entities, one or more candidate search queries that are pre-associated with the one or more entities, generating a respective relevance score for each of the candidate search queries, selecting, as a representative search query for the query image, a particular candidate search query based at least on the generated respective relevance scores and providing the representative search query for output in response to receiving the query image.

公开(公告)号：US11089457B2

公开(公告)日：2021-08-10

申请号：US16241704

申请日：2019-01-07

Applicant: Google LLC

Inventor： Matthew Sharifi ,  Jorge Pereira ,  Dominik Roblek ,  Julian Odell ,  Cong Li ,  David Petrou

IPC: H04W4/18 ,  H04W4/60 ,  G06F16/248 ,  G06F16/9535 ,  G06F16/2457 ,  H04W4/029 ,  G06F16/907 ,  G06F16/587 ,  G06K9/32 ,  H04L29/08 ,  G06F16/23

Abstract: Systems and methods are provided for a personalized entity repository. For example, a computing device comprises a personalized entity repository having fixed sets of entities from an entity repository stored at a server, a processor, and memory storing instructions that cause the computing device to identify fixed sets of entities that are relevant to a user based on context associated with the computing device, rank the fixed sets by relevancy, and update the personalized entity repository using selected sets determined based on the rank and on set usage parameters applicable to the user. In another example, a method includes generating fixed sets of entities from an entity repository, including location-based sets and topic-based sets, and providing a subset of the fixed sets to a client, the client requesting the subset based on the client's location and on items identified in content generated for display on the client.