This inventor holds 2 USPTO granted patents and 1 published patent application. Top assignee: Gm Cruise Holdings LLC. Active years: 2025.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile
Company Filing History:
Years Active: 2025
Title: Elad Plaut: Innovator in Autonomous Vehicle Navigation
Introduction
Elad Plaut is a prominent inventor based in Mountain View, CA (US). He has made significant contributions to the field of autonomous vehicle navigation, holding 2 patents that focus on utilizing neural networks for improved traffic management and construction zone detection.
Latest Patents
One of Elad's latest patents involves using neural networks to model restricted traffic zones for autonomous vehicle navigation. This innovative approach allows for the planning of an autonomous vehicle's route based on a model of restricted traffic zones within its environment. The system inputs various environmental data, such as vector maps and semantic grids, into a neural network that includes both Convolutional Neural Networks (CNN) and Graph Neural Networks (GNN). The output includes edges of the restricted traffic zone and a grid of points indicating drivability.
Another notable patent focuses on metrics for modeling construction zones. This system determines metrics for construction zone detection and evaluates the performance of such detection. By converting manually labeled construction zones into a format suitable for neural network input, the system can predict construction zone edges and assess the accuracy of detected zones as an autonomous vehicle approaches.
Career Highlights
Elad Plaut is currently employed at Gm Cruise Holdings LLC, where he continues to develop innovative solutions for autonomous vehicle technology. His work is at the forefront of enhancing the safety and efficiency of autonomous navigation systems.
Collaborations
Elad collaborates with talented individuals such as Changkai Zhou and Fu-Chun Yeh, contributing to a dynamic team focused on advancing autonomous vehicle technology.
Conclusion
Elad Plaut's work in the field of autonomous vehicle navigation exemplifies the innovative spirit of modern inventors. His patents not only enhance the functionality of autonomous vehicles but also contribute to safer driving environments.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile