Weiyue Wang

Title: Weiyue Wang: Innovator in Point Cloud Processing

Introduction

Weiyue Wang is a notable inventor based in Sunnyvale, CA, who has made significant contributions to the field of point cloud processing. With a total of 3 patents, his work focuses on utilizing advanced neural network techniques to enhance the efficiency and accuracy of machine learning tasks involving three-dimensional data.

Latest Patents

Wang's latest patents include innovative methods for performing point cloud tasks using multi-scale features generated through self-attention. This patent describes a system that comprises one or more computers configured to obtain a set of point clouds captured by sensors. Each point cloud consists of a plurality of three-dimensional points, which are assigned to respective voxels in a voxel grid. The system generates initial features based on the points assigned to non-empty voxels and produces multi-scale features for point cloud processing tasks.

Another significant patent focuses on efficient three-dimensional object detection from point clouds. This invention involves methods and computer systems that process range images corresponding to point clouds captured by sensors. The system utilizes a segmentation neural network to generate features and outputs predictions characterizing the set of point clouds.

Career Highlights

Weiyue Wang is currently employed at Waymo LLC, a company renowned for its advancements in autonomous vehicle technology. His work at Waymo involves applying his expertise in point cloud processing to improve the capabilities of self-driving systems.

Collaborations

Wang collaborates with talented individuals such as Pei Sun and Dragomir Dimitrov Anguelov, contributing to a dynamic team focused on pushing the boundaries of technology in the field of machine learning and computer vision.

Conclusion

Weiyue Wang's innovative contributions to point cloud processing and his work at Waymo LLC highlight his role as a leading inventor in the field. His patents reflect a commitment to advancing technology and improving machine learning applications.