Wenbin He

Title: Innovations by Inventor Wenbin He

Introduction

Wenbin He is a notable inventor based in Sunnyvale, CA. He has made significant contributions to the field of technology, particularly in machine learning and computer vision. With a total of 4 patents, his work focuses on enhancing the capabilities of systems through innovative methodologies.

Latest Patents

Wenbin He's latest patents include a "System and method with visual concept framework for self-supervised semantic segmentation." This invention involves generating pseudo segment data from augmented images to improve pixel embeddings through a machine learning system. The process identifies segments related to specific pixels and computes losses to enhance the model's accuracy. Another significant patent is "Function testing for movable objects in safety critical applications with spatial representation learning and adversarial generation." This system utilizes an electronic processor to perform spatial representation learning on driving scenes, generating adversarial examples to retrain deep learning models effectively.

Career Highlights

Wenbin He is currently employed at Robert Bosch GmbH, where he applies his expertise in developing advanced technological solutions. His work has been instrumental in pushing the boundaries of what is possible in machine learning applications.

Collaborations

Wenbin He collaborates with talented individuals such as Liang Gou and Liu Ren, contributing to a dynamic and innovative work environment.

Conclusion

Wenbin He is a prominent inventor whose work in machine learning and computer vision continues to influence the industry. His patents reflect a commitment to advancing technology and improving system functionalities.