Peiran Chen

Title: Peiran Chen: Innovator in Vision-Language Models for Autonomous Driving

Introduction

Peiran Chen is a prominent inventor based in Beijing, China. He has made significant contributions to the field of autonomous driving through his innovative work on vision-language models. His expertise and dedication to advancing technology have led to the development of a unique patent that addresses challenges in this rapidly evolving sector.

Latest Patents

Peiran Chen holds a patent for an "Incremental learning method and apparatus for large vision-language model for autonomous driving." This patent outlines an incremental learning method that enhances a large Vision-Language Model. The method involves expanding a first training sample set to create a second training sample set, which includes various image samples annotated with road scene targets. The process also includes inserting fine-tuning sub-networks into specified positions within the first large Vision-Language Model to generate a second model. This innovative approach allows for improved processing of image samples, resulting in more accurate target prediction outcomes.

Career Highlights

Peiran Chen is affiliated with the Beijing University of Chemical Technology, where he continues to push the boundaries of research in autonomous driving technologies. His work is characterized by a commitment to integrating advanced machine learning techniques with practical applications in real-world scenarios.

Collaborations

Peiran Chen collaborates with esteemed colleagues, including Zhiwei Li and Jingshuo Liu. Their combined expertise fosters a dynamic research environment that encourages innovation and the development of cutting-edge technologies.

Conclusion

Peiran Chen's contributions to the field of autonomous driving through his innovative patent demonstrate his commitment to advancing technology. His work not only enhances the capabilities of vision-language models but also paves the way for future developments in the industry.