This inventor holds 4 USPTO granted patents and 1 published patent application and 1 EPO patent. Top assignees: Samsung Electronics Co., Ltd., Korea Advanced Institute of Science and Technology, Samsung Electronics Ltd.. Active years: 2021-2026.
Company Filing History:
3 out of 132,107 
1 out of 2,780 
1 out of 5,708 Years Active: 2021-2026
Title: The Innovative Mind of Donghyuk Kwon
Introduction
Donghyuk Kwon is a prominent inventor based in Seoul, South Korea. He has made significant contributions to the field of technology, particularly in the areas of incremental learning and image processing. With a total of 4 patents to his name, Kwon continues to push the boundaries of innovation.
Latest Patents
One of Kwon's latest patents is an "Incremental learning system with selective weight updates." This learning method involves setting a searching range of mask weights based on a distribution of mask weights from a binary mask corresponding to a filter of a pretrained model. It identifies a targeted mask weight within this range and updates it based on the binary mask and the pretrained model. Additionally, it updates a portion of the binary mask based on the newly updated targeted mask weight and a preset reference value.
Another notable patent is a "Method and apparatus with image processing." This method includes obtaining a kernel that is deterministically defined based on an extension ratio of a first feature map. It up-samples the first feature map to a second feature map by performing a transposed convolution operation between the first feature map and the kernel, ultimately outputting the second feature map.
Career Highlights
Kwon has worked with leading companies in the technology sector, including Samsung Electronics Co., Ltd. and the Korea Advanced Institute of Science and Technology. His experience in these organizations has allowed him to develop and refine his innovative ideas.
Collaborations
Some of Kwon's notable coworkers include Leesup Kim and Minkyoung Cho. Their collaborative efforts have contributed to the advancement of technology in their respective fields.
Conclusion
Donghyuk Kwon is a remarkable inventor whose work in incremental learning and image processing showcases his innovative spirit. His contributions continue to influence the technology landscape, and his patents reflect his commitment to advancing the field.