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.
Patent No.:
Date of Patent:
Oct. 21, 2025
Filed:
Nov. 07, 2024
Superb Ai Co., Ltd., Seoul, KR;
Kye Hyeon Kim, Seoul, KR;
Superb AI Co., Ltd., , KR;
Abstract
The present disclosure provides a method for training a custom model based on a pre-trained base model. The custom model is configured to include a base model having at least one pre-trained feature extraction block, at least one adaptation block, at least one residual unit, and a task head block, and update at least part of the task head block, the at least one residual unit and the at least one adaptation block through a backpropagation using a task loss, while not updating parameters of the base model. Further, at least one residual feature (generated through the at least one residual unit) and at least one converted feature (generated by converting the at least one intermediate feature through the at least one adaptation block) are fused to thereby allow a learning device to achieve an advanced inference.