Haoye Cai

Title: Haoye Cai: Innovator in Video Captioning Technology

Introduction

Haoye Cai is a prominent inventor based in Palo Alto, CA, known for his contributions to the field of video captioning technology. With a focus on enhancing scene perception through innovative methods, he has made significant strides in the integration of spatio-temporal graph models.

Latest Patents

Haoye Cai holds a patent titled "Spatio-temporal graph for video captioning with knowledge distillation." This patent describes a method for scene perception using video captioning based on a spatio-temporal graph model. The method involves decomposing the spatio-temporal graph model of a scene in the input video into a spatial graph and a temporal graph. It also includes modeling a two-branch framework with an object branch and a scene branch according to the spatial and temporal graphs to learn object interactions. Furthermore, the method transfers the learned object interactions from the object branch to the scene branch as privileged information, ultimately captioning the scene by aligning language logits from both branches based on the learned interactions. Haoye Cai has 1 patent to his name.

Career Highlights

Throughout his career, Haoye Cai has worked with notable organizations, including the Toyota Research Institute and Leland Stanford Junior University. His experience in these institutions has allowed him to develop and refine his innovative approaches to video captioning.

Collaborations

Haoye has collaborated with talented individuals such as Boxiao Pan and De-An Huang, contributing to the advancement of technology in his field.

Conclusion

Haoye Cai's work in video captioning technology exemplifies the innovative spirit of modern inventors. His contributions continue to influence the way we perceive and interact with video content.