Zhao Zhong

Title: Innovations of Zhao Zhong in Artificial Intelligence

Introduction

Zhao Zhong is a prominent inventor based in Beijing, China. He has made significant contributions to the field of artificial intelligence, particularly in neural network construction and image processing. With a total of 3 patents, his work is paving the way for advancements in AI technologies.

Latest Patents

Zhao Zhong's latest patents include a neural network construction method and apparatus, as well as an image processing method and apparatus. The neural network construction method involves constructing a search space based on the application requirements of a target neural network. This search space includes M elements, which indicate M network structures. Each element comprises a quantity of blocks in a stage of the corresponding network structure and a channel quantity of each block. The method efficiently constructs a neural network that meets performance requirements by selecting a target network structure based on the distribution relationship among unevaluated elements in the search space.

Additionally, he has developed a method and apparatus for generating a target neural network structure. This method includes sampling a neural network structure to create a network block, which consists of at least one network layer. A sampling neural network is constructed based on this network block and is trained using sample data to obtain accuracy. If the accuracy does not meet preset conditions, a new network block is regenerated until the sampling neural network meets the required standards.

Career Highlights

Zhao Zhong has worked with notable companies such as Beijing Sensetime Technology Development Co., Ltd. and International Business Machines Corporation (IBM). His experience in these organizations has contributed to his expertise in artificial intelligence and neural network technologies.

Collaborations

Some of his coworkers include Junjie Yan and Chenglin Liu, who have collaborated with him on various projects in the field of AI.

Conclusion

Zhao Zhong's innovative work in neural networks and image processing showcases his significant impact on artificial intelligence. His patents reflect a commitment to advancing technology and improving performance in AI applications.