公开(公告)号：US12052315B2

公开(公告)日：2024-07-30

申请号：US17129579

申请日：2020-12-21

Applicant: Apple Inc.

Inventor： Stephen Cosman ,  Kalu Onuka Kalu ,  Marcelo Lotif Araujo ,  Michael Chatzidakis ,  Thi Hai Van Do ,  Alexis Hugo Louis Durocher ,  Guillaume Tartavel ,  Sowmya Gopalan ,  Vignesh Jagadeesh ,  Abhishek Bhowmick ,  John Duchi ,  Julien Freudiger ,  Gaurav Kapoor ,  Ryan M. Rogers

IPC: H04L67/1097 ,  G06F16/2457 ,  G06F16/438 ,  G06F16/44 ,  G06F18/214 ,  G06F21/62 ,  G06N3/063 ,  G06N20/00 ,  G06V10/774 ,  G06V10/82 ,  H04L67/00

CPC classification number: H04L67/1097 ,  G06F16/24578 ,  G06F16/438 ,  G06F16/447 ,  G06F18/2148 ,  G06F21/6254 ,  G06N3/063 ,  G06N20/00 ,  G06V10/7747 ,  G06V10/82 ,  H04L67/34

Abstract: Embodiments described herein provide for a non-transitory machine-readable medium storing instructions to cause one or more processors to receive, at a client device, a machine learning model from a server, detect a usage pattern for a content item, store an association between the content item and the detected usage pattern in local data, train the machine learning model using local data for the content item with the detected usage pattern to generate a trained machine learning model, generate an update for the machine learning model, privatize the update for the machine learning model, and transmit the privatized update for the machine learning model to the server.

公开(公告)号：US20220382803A1

公开(公告)日：2022-12-01

申请号：US17657024

申请日：2022-03-29

Applicant: Apple Inc.

Inventor： Kalu O. Kalu ,  Akarsh Simha ,  Kevin Aujoulet ,  Marcelo Lotif Araujo ,  Rohan Chandra ,  Pamela Chen ,  Elisa Y. Cui ,  Kamal Benkiran

IPC: G06F16/55

Abstract: This disclosure relates to systems, methods, and computer-readable media for identifying digital assets on the end-user device and received from another device as the secondary digital assets; adding the secondary digital assets to a syndication library separate from the primary photo library; and applying eligibility filters to the secondary digital assets in the syndication library, the eligibility filters resulting in a set of eligible secondary digital assets in the syndication library and a set of ineligible secondary digital assets in the syndication library. The set of eligible secondary digital assets in the syndication library are linked with the primary photo library.

公开(公告)号：US20210192078A1

公开(公告)日：2021-06-24

申请号：US17129579

申请日：2020-12-21

Applicant: Apple Inc.

Inventor： Stephen Cosman ,  Kalu Onuka Kalu ,  Marcelo Lotif Araujo ,  Michael Chatzidakis ,  Thi Hai Van Do ,  Alexis Hugo Louis Durocher ,  Guillaume Tartavel ,  Sowmya Gopalan ,  Vignesh Jagadeesh ,  Abhishek Bhowmick ,  John Duchi ,  Julien Freudiger ,  Gaurav Kapoor ,  Ryan M. Rogers

IPC: G06F21/62 ,  G06K9/62 ,  H04L29/08 ,  G06N20/00 ,  G06N3/063

Abstract: Embodiments described herein provide for a non-transitory machine-readable medium storing instructions to cause one or more processors to receive, at a client device, a machine learning model from a server, detect a usage pattern for a content item, store an association between the content item and the detected usage pattern in local data, train the machine learning model using local data for the content item with the detected usage pattern to generate a trained machine learning model, generate an update for the machine learning model, privatize the update for the machine learning model, and transmit the privatized update for the machine learning model to the server.