Yang Wang

Title: Innovations of Yang Wang

Introduction

Yang Wang is a prominent inventor based in Winnipeg, Canada. He has made significant contributions to the field of machine learning and video processing, holding a total of 8 patents. His work focuses on adapting machine learning models for various applications, particularly in the realm of optical flow prediction and action recognition.

Latest Patents

One of Yang Wang's latest patents is titled "Method, apparatus and system for adapting a machine learning model for optical flow map prediction." This invention provides a method for training or adapting a machine learning model based on compressed video data. It utilizes motion vector information extracted from the compressed video as ground-truth data for adapting the model to a motion vector prediction task. The adapted model can then be used for optical flow prediction, enhancing its performance through a meta-learning process.

Another notable patent is "Method, device, and medium for adaptive inference in compressed video domain." This patent discloses methods and devices for processing compressed video to perform inference tasks. The approach includes selecting subsets of frame encodings or modalities of a frame encoding for further processing. By leveraging pre-existing motion vector and residual information, the invention aims to perform inference tasks, such as human action recognition, more efficiently.

Career Highlights

Yang Wang is currently employed at Huawei Technologies Co., Limited, where he continues to innovate in the field of video processing and machine learning. His work has garnered attention for its practical applications and contributions to advancing technology.

Collaborations

Yang has collaborated with notable coworkers, including Yuanhao Yu and Jin Tang, who share his passion for innovation and technology development.

Conclusion

Yang Wang's contributions to machine learning and video processing are significant, with a focus on practical applications that enhance technology. His innovative patents reflect his expertise and commitment to advancing the field.