Karren Yang

Title: Karren Yang: Innovator in Multimodal Systems

Introduction

Karren Yang, based in Medford, MA, is a prominent inventor known for his significant contributions to the field of machine learning and multimodal systems. With a total of three patents under his name, Yang has leveraged his expertise to create innovative solutions that enhance the functionality of autonomous technology.

Latest Patents

Karren Yang's latest patents demonstrate his prowess in developing advanced methodologies for machine learning applications. One of his notable patents is titled "System and method for utilizing perturbation in a multimodal environment." This patent outlines a computer-implemented method for training a machine learning network that involves receiving input data, applying perturbations, and updating the model based on convergence thresholds.

Another remarkable invention is "Defending multimodal fusion models against single-source adversaries." This patent describes a multimodal perception system designed for autonomous vehicles. It integrates signals from various sensors, such as video, RADAR, and LIDAR, to create a fused feature vector that enhances the decision-making and control capabilities of the vehicle.

Career Highlights

Throughout his career, Karren Yang has collaborated with esteemed companies, including Robert Bosch GmbH and Adobe, Inc. His roles in these organizations have allowed him to contribute meaningfully to cutting-edge technologies, particularly in the realms of sensor technology and artificial intelligence.

Collaborations

Karren has had the privilege of working alongside talented colleagues, including Wan-Yi Lin and Manash Pratim. These collaborations have further enriched his experience and have led to the development of groundbreaking inventions that push the boundaries of technology.

Conclusion

Karren Yang is a visionary inventor whose work continues to shape the future of machine learning and autonomous systems. With his innovative patents and collaborations, he exemplifies the spirit of creativity and technical advancement in the field of technology. As he continues to explore new horizons, Karren's contributions serve as an inspiration to aspiring inventors and researchers alike.