This inventor holds 1 USPTO granted patent and 2 published patent applications and 1 EPO patent. Top assignees: Massachusetts Institute of Technology, Toyota Jidosha Kabushiki Kaisha, Toyota Research Institute, Inc.. Active years: 2026.
Company Filing History:
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Years Active: 2026
Title: Yilun Du: Innovator in Neural Ground Plane Technology
Introduction
Yilun Du is a prominent inventor based in Cambridge, MA (US). He has made significant contributions to the field of neural networks, particularly in the area of static-dynamic disentanglement. His innovative approach has garnered attention in both academic and industrial circles.
Latest Patents
Yilun Du holds a patent for a "System and method of conditional neural floorplans for static-dynamic disentanglement." This method involves extracting CNN image features from an image using a convolutional neural network (CNN) to form a feature tensor. The process includes resampling unprojected 2D features of the feature tensor to create feature pillars. These feature pillars are then aggregated to form an entangled neural ground plane, which is subsequently decomposed into a static neural ground plane and a dynamic neural ground plane. This patent represents a significant advancement in the field of neural networks.
Career Highlights
Throughout his career, Yilun Du has worked with notable organizations, including the Toyota Research Institute, Inc. and Toyota Jidosha Kabushiki Kaisha. His experience in these companies has allowed him to apply his innovative ideas in practical settings, contributing to advancements in automotive technology and artificial intelligence.
Collaborations
Yilun Du has collaborated with talented individuals such as Prafull Sharma and Ayush Tewari. These collaborations have fostered a creative environment that has led to the development of groundbreaking technologies.
Conclusion
Yilun Du is a remarkable inventor whose work in neural ground plane technology is paving the way for future innovations. His contributions to the field are invaluable, and his patent reflects his commitment to advancing technology.