Shoujiang Ma

Title: Shoujiang Ma: Innovator in Machine Learning and Video Coding

Introduction

Shoujiang Ma is a prominent inventor based in Shanghai, China. He has made significant contributions to the fields of machine learning and video coding. With a total of 3 patents, his work continues to influence technological advancements.

Latest Patents

One of Shoujiang Ma's latest patents is focused on machine learning-based link adaptation. This patent describes an apparatus that can determine k-nearest neighbors (K-NNs) based on training data associated with the sub-band and the signal to interference and noise ratio (SINR) of the sub-band. The apparatus identifies a channel quality indicator (CQI) associated with the lowest error rate for the k-NNs and provides this identified CQI to a base station. Additionally, a neural network (NN) is utilized to provide labels for CQIs that indicate the probability of selecting a CQI, with the CQI having the highest probability being sent to the base station. Another aspect of his work involves a covariance matrix based on samples of a communication channel, which is provided to a NN to determine a rank indicator (RI) corresponding to the channel, allowing channel state information associated with the RI to be sent to the base station.

Another notable patent is the method and system of neural network loop filtering for video coding. This innovation provides neural network loop filtering for video coding with multiple alternative neural networks, showcasing his expertise in integrating machine learning with multimedia technologies.

Career Highlights

Shoujiang Ma is currently employed at Intel Corporation, where he continues to develop cutting-edge technologies. His work at Intel has positioned him as a key player in the advancement of machine learning applications and video coding techniques.

Collaborations

Throughout his career, Shoujiang Ma has collaborated with notable colleagues, including Hujun Yin and Xiaoran Fang. These collaborations have further enriched his research and development efforts.

Conclusion

Shoujiang Ma's contributions to machine learning and video coding exemplify his innovative spirit and dedication to advancing technology. His patents reflect a deep understanding of complex systems and a commitment to improving communication technologies.