This inventor holds 2 USPTO granted patents and 1 published patent application. Top assignee: Fujitsu Corporation. Active years: 2021-2022.
Company Filing History:
Years Active: 2021-2022
Title: Innovations of Xiaoyi Yu
Introduction
Xiaoyi Yu is a prominent inventor based in Beijing, China. He has made significant contributions to the field of technology, particularly in the area of open set recognition and classification models. With a total of 2 patents, his work has garnered attention for its innovative approaches and practical applications.
Latest Patents
Xiaoyi Yu's latest patents include a method and apparatus for open set recognition, as well as a computer-readable storage medium. This invention involves acquiring auxiliary data and training data of known categories for open set recognition. The method trains a neural network alternately using the auxiliary and training data until convergence. It also extracts features from data to be recognized and identifies the category based on these features. Another patent focuses on a method and apparatus for training a classification model. This method includes extracting features from input information, compressing them into a low-dimensional hidden feature, and performing classification based on the trained model.
Career Highlights
Xiaoyi Yu is currently employed at Fujitsu Corporation, where he continues to develop innovative solutions in technology. His work has been instrumental in advancing the capabilities of machine learning and artificial intelligence.
Collaborations
Xiaoyi has collaborated with notable coworkers, including Jun Sun and Zhanzhong Pang, contributing to a dynamic and innovative work environment.
Conclusion
Xiaoyi Yu's contributions to technology through his patents and work at Fujitsu Corporation highlight his role as a leading inventor in the field. His innovative methods in open set recognition and classification models are paving the way for future advancements.