This inventor holds 1 USPTO granted patent. Top assignee: International Business Machines Corporation. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: The Innovative Contributions of Ximeng Sun
Introduction
Ximeng Sun is a notable inventor based in Brookline, MA (US). He has made significant contributions to the field of video inference technology. His work focuses on enhancing the efficiency of video processing through innovative methods.
Latest Patents
Ximeng Sun holds a patent titled "Dynamic network quantization for efficient video inference." This invention involves training a recognition network for a selected video frame at the highest desired precision using back-propagation. Additionally, a policy network is trained using back-propagation from the trained recognition network. The recognition network is trained at a lower precision specified by a policy recommended for the selected video frame by the trained policy network. A frame of a given video is inputted to the trained policy network to determine a precision policy for processing the frame. Video inferencing is performed utilizing both the trained policy network and the trained recognition network based on the precision policy. He has 1 patent to his name.
Career Highlights
Ximeng Sun is currently employed at International Business Machines Corporation, commonly known as IBM. His role at IBM allows him to work on cutting-edge technologies and contribute to advancements in video processing.
Collaborations
Ximeng has collaborated with notable colleagues, including Rameswar Panda and Rogerio Schmidt Feris. Their combined expertise fosters an environment of innovation and creativity.
Conclusion
Ximeng Sun's contributions to video inference technology through his patent demonstrate his commitment to innovation. His work at IBM and collaborations with esteemed colleagues further highlight his impact in the field.