Hyoa Kang

Title: Hyoa Kang: Innovator in Neural Network Technologies

Introduction

Hyoa Kang is a prominent inventor based in Seoul, South Korea. He has made significant contributions to the field of neural networks, holding a total of 8 patents. His work focuses on advancing the capabilities of neural network training and recognition methods.

Latest Patents

Hyoa Kang's latest patents include a method and apparatus for neural network training. This processor-implemented method involves determining first backbone feature data corresponding to each input data by applying two or more sets of input data of the same scene to a first neural network model. Additionally, it includes determining second backbone feature data by applying the same sets of input data to a second neural network model. The method also involves training either one or both of the neural network models based on a loss determined from a combination of various embedded data and view data. Another notable patent is a method of training a neural network by selecting data for subsequent training processes and identifying clusters corresponding to feature vectors.

Career Highlights

Hyoa Kang is currently employed at Samsung Electronics Co., Ltd., where he continues to innovate in the field of artificial intelligence and machine learning. His work has been instrumental in enhancing the performance and reliability of neural networks.

Collaborations

Hyoa has collaborated with notable coworkers, including Changhyun Kim and Changwoo Shin, contributing to various projects that push the boundaries of technology.

Conclusion

Hyoa Kang's contributions to neural network technologies exemplify his dedication to innovation. His patents reflect a deep understanding of complex algorithms and their applications in real-world scenarios.