Lijiang Guo

Title: Lijiang Guo: Innovator in Multimodal Attention Systems

Introduction

Lijiang Guo is a prominent inventor based in Bloomington, IN (US). He has made significant contributions to the field of multimodal classification through his innovative patent. His work focuses on developing systems and methods that enhance the classification of various input modalities.

Latest Patents

Lijiang Guo holds a patent for a "Recurrent multimodal attention system based on expert gated networks." This patent describes systems and methods for multimodal classification that include a plurality of expert modules. Each expert module is designed to receive data corresponding to one of several input modalities and extract associated features. The system also comprises class prediction modules that predict associated classes based on the extracted features. A gate expert is included to output a set of weights for the input modalities, while a fusion module generates a weighted prediction based on class predictions and the set of weights. Various embodiments of this invention may include an image expert, a video expert, an audio expert, class prediction modules, a gate expert, and a co-learning framework. Lijiang Guo has 1 patent to his name.

Career Highlights

Throughout his career, Lijiang Guo has worked with notable organizations such as Synaptics Corporation and Indiana University. His experience in these institutions has allowed him to refine his skills and contribute to advancements in technology.

Collaborations

Lijiang Guo has collaborated with talented individuals in his field, including Francesco Nesta and Minje Kim. These collaborations have further enriched his work and expanded the impact of his innovations.

Conclusion

Lijiang Guo is a distinguished inventor whose work in multimodal attention systems has the potential to revolutionize classification methods across various fields. His contributions continue to influence the landscape of technology and innovation.