This inventor holds 1 USPTO granted patent and 1 published patent application. Top assignee: Snap Inc.. Active years: 2026.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile
Company Filing History:
Years Active: 2026
Title: Peiye Zhuang: Innovator in Photorealistic 4D Scene Generation
Introduction
Peiye Zhuang is a prominent inventor based in Culver City, CA (US). He has made significant contributions to the field of computer graphics and scene generation. His innovative work focuses on creating photorealistic 4D scenes using advanced video diffusion models.
Latest Patents
Peiye Zhuang holds a patent for a method titled "Photorealistic 4D scene generation using video diffusion models." This patent describes a technique for generating photorealistic 4D scenes from text inputs. The method utilizes a text-to-video diffusion model to create a reference video and a freeze-time video. A canonical 3D representation is reconstructed using deformable 3D Gaussian Splats (D-3DGS) based on the freeze-time video. Temporal deformations are learned to capture dynamic interactions in the reference video. The method employs a novel Score Distillation Sampling strategy that combines multi-view and temporal aspects to enhance consistency and robustness. The resulting 4D scenes feature multiple objects interacting with detailed background environments, viewable from different angles and times. This method enables flexible camera control and integration with augmented and virtual reality applications, including features such as image-to-4D generation.
Career Highlights
Peiye Zhuang is currently associated with Snap Inc., where he continues to push the boundaries of technology in the realm of visual media. His work has garnered attention for its innovative approach and practical applications in various industries.
Collaborations
Peiye Zhuang collaborates with Hsin-Ying Lee, contributing to advancements in their field through shared expertise and innovative projects.
Conclusion
Peiye Zhuang is a key figure in the development of photorealistic 4D scene generation, with a focus on enhancing visual experiences through technology. His contributions are paving the way for future innovations in augmented and virtual reality applications.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile