Yu-gang Jiang

Title: Yu-gang Jiang: Innovator in Video Recognition Adversarial Attacks

Introduction

Yu-gang Jiang is a prominent inventor based in Shanghai, China. He has made significant contributions to the field of video recognition through his innovative methods. His work focuses on generating adversarial attacks on video recognition models, which is crucial for enhancing the robustness of these systems.

Latest Patents

Yu-gang Jiang holds a patent titled "Method and system for generating adversarial attacks on video recognition models." This patent describes a comprehensive method for creating adversarial video samples. The process involves generating bullet-screen comments using an image captioning model, inserting these comments into clean video samples, and utilizing the adversarial samples to attack video recognition models. The method also incorporates reinforcement learning to optimize the position and transparency of the comments based on environmental rewards. This iterative approach continues until a predefined condition is met. He has 1 patent to his name.

Career Highlights

Yu-gang Jiang is affiliated with Fudan University, where he contributes to research and development in video recognition technologies. His academic background and research focus have positioned him as a key figure in this innovative field.

Collaborations

Some of his notable coworkers include Jingjing Chen and Kai Chen. Their collaborative efforts enhance the research output and innovation at Fudan University.

Conclusion

Yu-gang Jiang's work in generating adversarial attacks on video recognition models represents a significant advancement in the field. His innovative methods and contributions continue to shape the future of video recognition technology.