Da-Cheng Juan

Title: Da-Cheng Juan: Innovator in Machine Learning Technologies

Introduction

Da-Cheng Juan is a prominent inventor based in Sunnyvale, California. He has made significant contributions to the field of machine learning, particularly through his innovative patents. With a total of three patents to his name, Juan continues to push the boundaries of technology.

Latest Patents

One of Da-Cheng Juan's latest patents is titled "Sorting Attention Neural Networks." This patent describes a system for performing a machine learning task on a network input. The system includes one or more computers and storage devices that store instructions. When executed, these instructions enable the computers to implement multiple sorting networks, which are configured to sort vector blocks in a sequence. This results in a sorted sequence of vector blocks. Additionally, the sorting attention neural network is designed to perform the machine learning task on the input sequence by executing multiple sorting attention mechanisms using the sorting networks.

Another notable patent is "Training Image and Text Embedding Models." This patent outlines methods, systems, and apparatus for training an image embedding model. The method involves obtaining training data that includes a plurality of training examples. Each example consists of an image pair and selection data indicating co-click rates and similar-image click rates. This data is utilized to train an image embedding model with various parameters.

Career Highlights

Da-Cheng Juan is currently employed at Google Inc., where he applies his expertise in machine learning and artificial intelligence. His work at Google has allowed him to develop cutting-edge technologies that enhance the capabilities of machine learning systems.

Collaborations

Throughout his career, Juan has collaborated with talented individuals, including Zhen Li and Yi-ting Chen. These collaborations have contributed to the advancement of his projects and the successful implementation of his innovative ideas.

Conclusion

Da-Cheng Juan is a remarkable inventor whose work in machine learning continues to influence the industry. His patents reflect his dedication to advancing technology and improving machine learning processes.