Patents by Inventor Yunhun Jang

Yunhun Jang 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 AND SYSTEM FOR TRANSFER LEARNING TO RANDOM TARGET DATASET AND MODEL STRUCTURE BASED ON META LEARNING
    Publication number: 20200160212
    Abstract: Disclosed are a method and system for transfer learning to a random target dataset and model structure based on meta learning. A transfer learning method may include determining the form and amount of information to be transferred, used by a pre-trained model, using a meta model based on similarity between a source dataset and a new target dataset and performing transfer-learning on a target model using the form and amount of information of the pre-trained model determined by the meta model.
    Type: Application
    Filed: December 10, 2018
    Publication date: May 21, 2020
    Applicant: Korea Advanced Institute of Science and Technology
    Inventors: Jinwoo Shin, Sung Ju Hwang, Yunhun Jang