Harry Huang

Title: Innovations and Contributions of Inventor Harry Huang

Introduction

Harry Huang is a notable inventor based in Mountain View, California. He has made significant contributions to the field of technology, particularly in machine learning and object detection. With a total of five patents to his name, Huang's work showcases his innovative approach to solving complex problems.

Latest Patents

Huang's latest patents include "Data augmentation for object detection via differential neural rendering." This patent describes a system and method for object detection using an augmented training dataset. The system involves a computing device that provides a two-dimensional (2D) image, extracts feature vectors, estimates depths of 2D image pixels, generates a point cloud, and projects the point cloud using a new camera pose to obtain a projected image. The patent emphasizes the importance of bounding box pixels and their corresponding points in the point cloud.

Another significant patent is "Federated doubly stochastic kernel learning on vertical partitioned data." This patent outlines a system and method for prediction using a machine learning model. The system consists of a coordinator, an active computing device, and a passive computing device that communicate with each other. The active computing device processes parameters of the machine learning model, retrieves instances from local data, computes predicted values, and updates the model accordingly.

Career Highlights

Throughout his career, Harry Huang has worked with prominent companies such as Jingdong Digits Technology Holding Co., Ltd. and JD Finance America Corporation. His experience in these organizations has allowed him to refine his skills and contribute to various innovative projects.

Collaborations

Huang has collaborated with talented individuals in the field, including Guanghan Ning and Bin Gu. These partnerships have fostered a creative environment that encourages the exchange of ideas and advancements in technology.

Conclusion

Harry Huang's contributions to the fields of machine learning and object detection are noteworthy. His innovative patents and collaborations reflect his commitment to advancing technology and solving real-world problems.