The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Aug. 12, 2025

Filed:

Jan. 02, 2024
Applicant:

Hulu, Llc, Santa Monica, CA (US);

Inventors:

Pengyu Zhao, Beijing, CN;

Chunxu Xu, Beijing, CN;

Xianghui Mao, Beijing, CN;

Xiaohui Xie, Beijing, CN;

Assignee:

HULU, LLC, Santa Monica, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04N 21/482 (2011.01); G06N 3/045 (2023.01); G06N 3/084 (2023.01); H04L 65/612 (2022.01);
U.S. Cl.
CPC ...
H04N 21/4826 (2013.01); G06N 3/045 (2023.01); G06N 3/084 (2013.01); H04L 65/612 (2022.05);
Abstract

In some embodiments, a method receives a first sequence of inputs for processing via a sub-model of a plurality of sub-model. The plurality of sub-models are part of a main model. An input in the sequence of inputs is masked with a masked value to generate a second sequence of inputs. The method processes the second sequence of inputs using the sub-model to generate a sequence of features that correspond to the second sequence of inputs and processes the sequence of features to generate a first output. The first output is processed to generate a second output of the main model. The sub-model is trained based on a feature in the sequence of features that corresponds to the masked input and the second output.


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