This inventor holds 2 USPTO granted patents and 1 published patent application. Top assignee: Zoox, Inc.. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Zhefan Ye: Innovator in Machine Learning for Object State Prediction
Introduction
Zhefan Ye is an accomplished inventor based in Foster City, CA. He has made significant contributions to the field of machine learning, particularly in predicting future object states. His innovative approach combines multiple machine-learned models to enhance the accuracy of predictions.
Latest Patents
Zhefan Ye holds a patent for a "Machine-learned model architecture for predicting future object state." This invention focuses on predicting future positions and orientations of objects. The process involves classifying the lane an object may occupy and determining its target pose through advanced machine learning techniques. A third model calculates an offset from the target pose to predict the object's future pose accurately.
Career Highlights
Zhefan Ye is currently employed at Zoox, Inc., where he applies his expertise in machine learning to develop cutting-edge technologies. His work is instrumental in advancing the capabilities of autonomous systems.
Collaborations
Zhefan collaborates with talented individuals such as Samir Parikh and Woodrow Zhouyuan Wang. Together, they contribute to innovative projects that push the boundaries of technology.
Conclusion
Zhefan Ye's work in machine learning and object state prediction exemplifies the impact of innovation in technology. His contributions are paving the way for advancements in autonomous systems and machine learning applications.