This inventor holds 5 USPTO granted patents and 5 published patent applications. Top assignees: Google Inc., Waymo LLC, Other. Active years: 1978-2026.
Location History:
- Burlingame, CA (US) (1978)
- Philadelphia, PA (US) (2020)
- Mountain View, CA (US) (2020)
- Wayne, PA (US) (2024)
Company Filing History:
Years Active: 1978-2026
Title: The Innovative Mind of David Joseph Weiss
Introduction
David Joseph Weiss is a prominent inventor based in Wayne, PA (US), known for his contributions to the field of machine learning and autonomous systems. With a total of 5 patents to his name, Weiss has made significant strides in understanding behavior through advanced technology.
Latest Patents
Weiss's latest patents include groundbreaking work in machine learning models for behavior understanding. This method involves predicting the behavior of agents in an environment by utilizing a three-dimensional (3D) input tensor that represents these behaviors across multiple time steps. The process includes generating an encoded representation of the 3D input tensor through an encoder neural network and subsequently using a decoder neural network to produce a 4D output tensor.
Another notable patent focuses on agent trajectory planning using neural networks. This invention outlines methods and systems for planning the future trajectory of autonomous vehicles. The method involves obtaining various types of scene data that characterize the environment, processing this data through encoder networks, and generating a trajectory planning output that predicts the likelihood of successful navigation for the autonomous vehicle.
Career Highlights
Throughout his career, Weiss has worked with leading technology companies, including Google Inc. and Waymo LLC. His experience in these organizations has allowed him to develop innovative solutions that push the boundaries of what is possible in machine learning and autonomous navigation.
Collaborations
Weiss has collaborated with notable professionals in his field, including Jeffrey Ling and Yuan Zhang. These partnerships have contributed to the advancement of his research and the successful development of his patents.
Conclusion
David Joseph Weiss exemplifies the spirit of innovation in the realm of machine learning and autonomous systems. His contributions continue to shape the future of technology, making him a significant figure in the industry.