Location History:
- Mountain View, CA (US) (2021)
- Austin, TX (US) (2020 - 2024)
Company Filing History:
Years Active: 2020-2025
Title: Reza Mahjourian: Innovator in Neural Networks and Predictive Modeling
Introduction
Reza Mahjourian is a prominent inventor based in Austin, TX, known for his significant contributions to the fields of neural networks and predictive modeling. With a total of 11 patents to his name, Mahjourian has made strides in developing advanced technologies that enhance the processing of visual data and predict agent movements in various environments.
Latest Patents
Among his latest patents, Mahjourian has developed methods for training instance segmentation neural networks through contrastive learning. This innovative approach involves systems and apparatuses that process video frames using neural networks. The system is designed to obtain a set of training images, along with ground truth instance data that identifies corresponding regions depicting object instances. By processing these training images, the system generates embedding outputs for each pixel and trains the neural network to minimize a loss function.
Another notable patent focuses on predicting the future movement of agents in an environment using occupancy flow fields. This method includes computer programs that predict future movements by specifying occupancy likelihoods and motion vectors for various agent types across future time points. This predictive capability is crucial for applications in robotics and autonomous systems.
Career Highlights
Reza Mahjourian has worked with leading technology companies, including Google Inc. and Waymo LLC. His experience in these organizations has allowed him to collaborate on cutting-edge projects that push the boundaries of artificial intelligence and machine learning.
Collaborations
Throughout his career, Mahjourian has collaborated with notable professionals in the field, including Anelia Angelova and Martin Wicke. These partnerships have contributed to the advancement of innovative technologies and research in neural networks.
Conclusion
Reza Mahjourian's work exemplifies the impact of innovation in technology, particularly in neural networks and predictive modeling. His patents and collaborations reflect a commitment to advancing the capabilities of artificial intelligence, making significant contributions to the industry.