Company Filing History:
Years Active: 2024-2025
Title: Yixuan Wei: Innovator in Machine Learning and Visual Data Retrieval
Introduction
Yixuan Wei is a prominent inventor based in Beijing, China. He has made significant contributions to the fields of machine learning and visual data retrieval. With a total of 2 patents, his work showcases innovative techniques that enhance data processing and retrieval systems.
Latest Patents
Yixuan Wei's latest patents include "Scalable knowledge distillation techniques for machine learning" and "Method and system of content retrieval for visual data." The first patent describes a data processing system that implements a dynamic knowledge distillation process. This process involves dividing training data into multiple batches and distilling a student model from a teacher model through iterative knowledge distillation. The system trains both models using samples from the training data, evaluates their performance, and adjusts the student model based on feedback.
The second patent focuses on a system and method for retrieving visual assets. It includes receiving a search query that contains textual data, encoding this data into text embedding representations via a trained machine-learning model, and comparing these representations to visual embedding representations. This comparison helps identify relevant visual asset search results for display.
Career Highlights
Yixuan Wei is currently employed at Microsoft Technology Licensing, LLC, where he continues to develop innovative solutions in technology. His work is instrumental in advancing the capabilities of machine learning and visual data processing.
Collaborations
Some of Yixuan Wei's notable coworkers include Adit Krishnan and Ji Li. Their collaborative efforts contribute to the success of projects within their organization.
Conclusion
Yixuan Wei is a distinguished inventor whose work in machine learning and visual data retrieval has made a significant impact in the technology sector. His innovative patents reflect his commitment to advancing these fields and improving data processing systems.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.