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:
Jul. 07, 2026
Filed:
Aug. 18, 2023
International Business Machines Corporation, Armonk, NY (US);
National Tsing Hua University, Hsinchu, TW;
Pin-Yu Chen, White Plains, NY (US);
I-Hsin Chung, Chappaqua, NY (US);
Bo Wu, Cambridge, MA (US);
Chuang Gan, Cambridge, MA (US);
Tsung-Yi Ho, Hsinchu, TW;
Sheng-Yen Chou, Tainan City, TW;
INTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US);
National Tsing Hua University, Hsinchu, TW;
Abstract
Techniques regarding generating a synthetic dataset of objects are provided. For example, one or more embodiments described herein can comprise a system, which can comprise a memory that can store computer executable components. The system can also comprise a processor, operably coupled to the memory, and that can execute the computer executable components stored in the memory. The computer executable components can include a defining component that can define a tractable forward process associated with a diffusion model, with defining the tractable forward process including inputting noise to compromise training data, resulting in compromised training data. The computer executable components can further include a training component that, using the compromised training data, trains the diffusion model to reverse process the tractable forward process, wherein the training results in a compromised diffusion model.