Patents by Inventor Yeh Jin SHIN

Yeh Jin SHIN has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • METHOD FOR AUGMENTING DATA AND SYSTEM THEREOF
    Publication number: 20230334341
    Abstract: A method for augmenting data according to some embodiments of the present disclosure includes obtaining a score prediction model learned using a first noisy sample of a first class, generating a second noisy sample by adding the noise with the specified distribution to a sample of a second class, and generating a fake sample of the first class from the second noisy sample using a score for the second noisy sample predicted through the score prediction model.
    Type: Application
    Filed: January 27, 2023
    Publication date: October 19, 2023
    Applicants: SAMSUNG SDS CO., LTD., INDUSTRY-ACADEMIC COOPERATION FOUNDATION, YONSEI UNIVERSITY
    Inventors: Min Jung KIM, Se Won PARK, No Seong PARK, Ja Young KIM, Chae Jeong LEE, Yeh Jin SHIN, Chang Joon LEE, Ji Hoon CHOI