This inventor holds 1 USPTO granted patent. Top assignee: Sk Telecom Ltd.. Active years: 2026.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile
Company Filing History:
Years Active: 2026
Title: Dong Yeon Cho: Inventor in Transfer Learning
Introduction
Dong Yeon Cho is an inventor based in Seoul, South Korea. His patent work includes a method for improving transfer learning through sample-based regularization.
Latest Patents
Cho is associated with 1 patent: “Method and Apparatus for Transfer Learning Using Sample-Based Regularization.” The invention addresses training a target model initialized with the structure and parameters of a pre-trained source model. It fine-tunes the target model using sample-based regularization, increasing the similarity between features extracted from training samples in the same class to improve model performance.
Career Highlights
Cho is associated with SK Telecom Ltd. His listed patent reflects work on machine-learning techniques for adapting pre-trained models to target tasks.
Collaborations
The provided information lists Yong-seok Choi and Yun Ho Jeon as Cho’s coworkers.
Conclusion
Dong Yeon Cho’s patent focuses on improving transfer-learning performance by bringing same-class sample features closer together during target-model training.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile