This inventor holds 1 USPTO granted patent. Top assignee: Intel Corporation. Active years: 2023.
Company Filing History:
Years Active: 2023
Title: Yinpeng Dong: Innovator in Visual Question Answering
Introduction
Yinpeng Dong is a notable inventor based in Santa Clara, CA. He has made significant contributions to the field of visual question answering, showcasing his expertise through innovative patent work. His dedication to advancing technology is evident in his research and development efforts.
Latest Patents
Yinpeng Dong holds a patent for a groundbreaking invention titled "Visual question answering using visual knowledge bases." This patent describes an apparatus designed to enhance the process of visual question answering. The apparatus includes a receiver that accepts an input image and a question. It features an encoder that encodes both the image and the question into a query representation, incorporating visual attention features. Additionally, the apparatus includes a knowledge spotter that retrieves knowledge entries from a pre-built visual knowledge base, which is based on a set of question-answer pairs. A joint embedder is also part of the apparatus, allowing for the joint embedding of visual attention features and knowledge entries to generate visual-knowledge features. Finally, an answer generator produces an answer based on the query representation and the visual-knowledge features. This innovative approach has the potential to revolutionize how machines understand and respond to visual queries.
Career Highlights
Yinpeng Dong is currently employed at Intel Corporation, where he continues to push the boundaries of technology. His work at Intel has allowed him to collaborate with other talented individuals in the field, further enhancing his contributions to innovation.
Collaborations
Some of Yinpeng Dong's coworkers include Jianguo Li and Zhou Su. Their collaborative efforts contribute to the advancement of technology and innovation within their projects.
Conclusion
Yinpeng Dong's work in visual question answering exemplifies the spirit of innovation and dedication to technological advancement. His patent and contributions at Intel Corporation highlight his role as a leading inventor in this exciting field.