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. 11, 2026

Filed:

Jun. 10, 2024
Applicant:

Lemon Inc., Grand Cayman, KY;

Inventors:

Qihang Yu, Los Angeles, CA (US);

Mark Weber, Los Angeles, CA (US);

Xueqing Deng, Los Angeles, CA (US);

Xiaohui Shen, Los Angeles, CA (US);

Liang-Chieh (Jay) Chen, Los Angeles, CA (US);

Assignee:

Lemon Inc., Grand Cayman, KY;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06T 11/00 (2026.01); G06T 9/00 (2006.01);
U.S. Cl.
CPC ...
G06T 11/00 (2013.01); G06T 9/00 (2013.01);
Abstract

The present disclosure describes techniques for generating latent representations of images using a machine learning model. An image is split and flattened into a series of patches. The series of patches is concatenated with a sequence of latent tokens. The concatenated patches and latent tokens are input into an encoder of the machine learning model. A one-dimensional (1D) latent representation of the image is generated by the encoder. Vector quantization is performed on the 1D latent representation of the image by a vector quantizer of the machine learning model to generate quantized latent tokens. The image is reconstructed based on the quantized latent tokens by a decoder of the machine learning model.


Find Patent Forward Citations

Yu, Qihang. (2026). Generation of latent representations of images using a machine learning model (U.S. Patent No. 12705805). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12705805

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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