公开(公告)号：US20220004703A1

公开(公告)日：2022-01-06

申请号：US17479383

申请日：2021-09-20

Applicant: Snap Inc.

Inventor： Newar Husam Al Majid ,  Wisam Dakka ,  Donald Giovannini ,  Andre Madeira ,  Seyed Reza Mir Ghaderi ,  Yaming Lin ,  Yan Wu ,  Ranveer Kunal ,  Aymeric Damien ,  Maryam Daneshi ,  Yi Liu

IPC: G06F40/169 ,  G06F16/48 ,  G06F16/2457 ,  G06F16/41 ,  G06F16/487

Abstract: Various embodiments provide for systems, methods, and computer-readable storage media for annotating a collection of media items, such as digital images. According to some embodiments, an annotation system automatically determines one or more annotations for a plurality of media content items, and generates a collection of media content items that associates the determined annotations with the plurality of media content items. Depending on the embodiment, annotations that may be determined for the plurality of media content (and associated with the collection for the media content items) can include, without limitation, a caption, a geographic location, a category, a novelty measurement, an event, and a highlight media content item representing the collection.

公开(公告)号：US11087432B2

公开(公告)日：2021-08-10

申请号：US16864818

申请日：2020-05-01

Applicant: Snap Inc.

Inventor： Yanping Chen ,  Jaewook Chung ,  Wisam Dakka

IPC: G06T15/00 ,  G06T1/20 ,  G06N3/08 ,  G06N3/04 ,  G06N3/063 ,  G06T11/00

Abstract: A multistage neural network system can store neural networks as shader programs on GPU memory. Neural network weights can be stored as shader objects or textures on the GPU memory. The GPU can receive a number of neural network image processing tasks to perform on images captured by a client device. The GPU can execute the tasks per driver parameters and display results in real time or near real time on the client device.

公开(公告)号：US20200334283A1

公开(公告)日：2020-10-22

申请号：US16921624

申请日：2020-07-06

Applicant: Snap Inc.

Inventor： Matthew Lee Cook ,  Wisam Dakka ,  Wesley Evans ,  Andre Madeira

IPC: G06F16/40 ,  G06N20/00 ,  H04L29/08

Abstract: Systems, devices, media, and methods are presented for scaled delivery of media content. The systems and methods assign a set of proposed designations to a plurality of media content. The systems and methods select a set of media content from the plurality of media content based on the set of proposed designations and distribute a subset of media content of the set of media content to a selected user of a plurality of users. The subset of media content is presented at a computing device associated with the selected user. The systems and methods receive a set of indicators for each media content of the subset of media content. Each indicator represents an interaction with a media content of the subset of media content. The systems and methods cause presentation of an interaction notification at the computing device associated with the selected user.

公开(公告)号：US12079904B2

公开(公告)日：2024-09-03

申请号：US17980879

申请日：2022-11-04

Applicant: Snap Inc.

Inventor： Jaewook Chung ,  Wisam Dakka ,  Christopher Yale Crutchfield ,  Aymeric Damien ,  Emre Yamangil ,  Chunhui Zhu

IPC: G06T11/00 ,  G06F16/51 ,  G06N3/04 ,  G06T11/60 ,  G06V10/44 ,  G06V10/82 ,  G06V30/194

CPC classification number: G06T11/001 ,  G06N3/04 ,  G06T11/60 ,  G06V10/82 ,  G06V30/194 ,  G06F16/51 ,  G06V10/454

Abstract: Manipulating images using computationally expensive machine learning schemes can be implemented using server-generated models of the machine learning schemes that are transmitted to a client device for application. The schemes can include convolutional neural networks having a kernel comprising a plurality of low-rank matrices.

公开(公告)号：US12038932B2

公开(公告)日：2024-07-16

申请号：US17387134

申请日：2021-07-28

Applicant: Snap Inc.

Inventor： Jaewook Chung ,  Wisam Dakka ,  Andrei Damian ,  Jiwoon Jeon ,  Ranveer Kunal ,  Andre Madeira ,  Michael Brian Murray ,  Emre Yamangil ,  Diwakar Punjani ,  Yantao Zheng

IPC: G06F16/2457 ,  H04L29/08 ,  H04L67/50 ,  G06Q50/00

CPC classification number: G06F16/24578 ,  H04L67/535 ,  G06Q50/01

Abstract: Disclosed are implementations for ranking a feed in a social network. In one aspect, a method of generating a feed includes identifying a group of users associated with a first user, identify notifications for the first user based on the group of users, determine one or more actions that may result from each of the identified notifications, rank the notifications based on the one or more determined actions; and display the notifications to the first user according to the ranking.

公开(公告)号：US20230342404A1

公开(公告)日：2023-10-26

申请号：US18341542

申请日：2023-06-26

Applicant: Snap Inc.

Inventor： Newar Husam Al Majid ,  Wisam Dakka ,  Donald Giovannini ,  Andre Madeira ,  Andrei Damian ,  Seyed Reza Mir Ghaderi ,  Yaming Lin ,  Ranveer Kunal ,  Congxing Cai ,  Robson Araujo ,  Guilherme Fernandes ,  Jungho Ahn

IPC: G06F16/951 ,  G06Q50/00 ,  G06F16/14

CPC classification number: G06F16/951 ,  G06Q50/01 ,  G06F16/14

Abstract: Various embodiments provide for systems, methods, and computer-readable storage media that improve media content search functionality and curation of media content. For instance, various embodiments described in this document provide features that can present media content items in the form of dynamic collection of media content items upon a user typing into a search bar. In another instance, various embodiments described herein improve media content search functionality by ranking user facing search features using input signals.

公开(公告)号：US20230252069A1

公开(公告)日：2023-08-10

申请号：US18105445

申请日：2023-02-03

Applicant: Snap Inc.

Inventor： Newar Husam Al Majid ,  Wisam Dakka ,  Donald Giovannini ,  Andre Madeira ,  Andrei Damian

IPC: G06F16/48 ,  G06F16/51 ,  G06F16/84 ,  G06F16/432 ,  G06F40/30 ,  G06F3/023 ,  G06F16/9032 ,  G06F3/04895

CPC classification number: G06F16/48 ,  G06F16/51 ,  G06F16/86 ,  G06F16/434 ,  G06F40/30 ,  G06F3/0237 ,  G06F16/90324 ,  G06F3/04895 ,  G06F3/0236 ,  G06F3/04817

Abstract: Various embodiments provide for associating a collection of media items with a graphical element. For instance, a system can: generate corpus data from a set of features of a collection of media content items; determine a set of candidate graphical elements for the collection of media content items based on the corpus data and further based on a set of first mappings associating at least one graphical element and at least one n-gram; determine a set of prediction scores corresponding to the set of candidate graphical elements based on the set of features; determine a ranking for the set of candidate graphical elements based on the set of prediction stores; select a set of predicted graphical elements, from the set of candidate graphical elements, based on the ranking; and provide the set of predicted graphical elements in association with the collection of media content items.

公开(公告)号：US11532110B2

公开(公告)日：2022-12-20

申请号：US16923563

申请日：2020-07-08

Applicant: Snap Inc.

Inventor： Jaewook Chung ,  Emre Yamangil ,  Wisam Dakka ,  Aymeric Damien ,  Emre Yamangil ,  Chunhui Zhu

IPC: G06T11/60 ,  G06N3/04 ,  G06V30/194 ,  G06F16/51

Abstract: Manipulating images using computationally expensive machine learning schemes can be implemented using server-generated models of the machine learning schemes that are transmitted to a client device for application. The schemes can include convolutional neural networks having a kernel comprising a plurality of low-rank matrices.

公开(公告)号：US20220114221A1

公开(公告)日：2022-04-14

申请号：US17559166

申请日：2021-12-22

Applicant: Snap Inc.

Inventor： Newar Husam Al Majid ,  Wisam Dakka ,  Donald Giovannini ,  Andre Madeira ,  Andei Damian ,  Seyed Reza Mir Ghaderi ,  Yaming Lin ,  Ranveer Kunal ,  Congxing Cai ,  Robson Araujo ,  Guilherme Fernandes ,  Jungho Ahn

IPC: G06F16/951 ,  G06Q50/00 ,  G06F16/14

Abstract: Various embodiments provide for systems, methods, and computer-readable storage media that improve media content search functionality and curation of media content. For instance, various embodiments described in this document provide features that can present media content items in the form of dynamic collection of media content items upon a user typing into a search bar. In another instance, various embodiments described herein improve media content search functionality by ranking user facing search features using input signals.

公开(公告)号：US20220029944A1

公开(公告)日：2022-01-27

申请号：US17493111

申请日：2021-10-04

Applicant: Snap Inc.

Inventor： Theresa Barton ,  Yanping Chen ,  Lucas Ou-Yang ,  Emre Yamangil ,  Keyang Zhang ,  Jiwoon Jeon ,  Jaewook Chung ,  Wisam Dakka ,  Xin Chen

IPC: H04L12/58 ,  G06F11/30 ,  G06F11/34

Abstract: Disclosed are methods and systems for ranking content. In one aspect, a method of ranking content for display includes identifying, via hardware processing circuitry, interactions by a single account with content pairs, each of the content in the content pairs included in a plurality of content, aggregating, via the hardware processing circuitry, the identified interactions across a plurality of accounts, associating, via the hardware processing circuitry, probabilities with each content in the plurality of content based on the aggregated interactions, ranking, via the hardware processing circuitry, the plurality of content based on the associated probabilities; and selecting, via the hardware processing circuitry, content ranked above a threshold for display.