This inventor holds 7 USPTO granted patents and 4 published patent applications. Top assignee: Sap Se. Active years: 2020-2025.
Company Filing History:
Years Active: 2020-2025
Title: Innovations of Sohyeong Kim
Introduction
Sohyeong Kim is a prominent inventor based in Berlin, Germany. He has made significant contributions to the field of machine learning, holding a total of 7 patents. His work focuses on enhancing the capabilities of machine learning models through innovative techniques.
Latest Patents
One of his latest patents is titled "Training of machine learning models using content masking techniques." This method involves extracting texts and their locations from a document, generating embeddings for the document, and characterizing subsets of texts and locations. The process includes generating relevance values and identifying content with higher reference values. Another notable patent is "Query image synthesis for image retrieval systems based on data augmentation techniques." This patent outlines methods for synthesizing images for machine learning by applying various image preprocessing transformations and merging foreground and background images.
Career Highlights
Sohyeong Kim is currently employed at SAP SE, where he continues to develop innovative solutions in the realm of machine learning. His expertise and dedication to advancing technology have made him a valuable asset to his company.
Collaborations
He collaborates with talented coworkers, including Christian Reisswig and Darko Velkoski, who contribute to his projects and enhance the overall innovation process.
Conclusion
Sohyeong Kim's work in machine learning and his impressive portfolio of patents highlight his role as a leading inventor in the field. His contributions are paving the way for future advancements in technology.