This inventor holds 2 USPTO granted patents and 8 published patent applications. Top assignee: Nvidia Corporation. Active years: 2025-2026.
Company Filing History:
Years Active: 2025-2026
Title: Jiaming Song: Innovator in Data Restoration Technologies
Introduction
Jiaming Song is a prominent inventor based in San Carlos, CA (US). He has made significant contributions to the field of data restoration through his innovative patent. His work focuses on enhancing the quality of data reconstruction from low-quality inputs, which is crucial in various applications.
Latest Patents
Jiaming Song holds a patent titled "Pseudoinverse guidance for data restoration with diffusion models." This patent describes a diffusion model that is augmented with pseudoinverse guidance to effectively restore data. The technology aims to remove artifacts and generate high-quality reconstructed data from limited, low-quality, and/or noisy input data. The process involves denoising the low-quality input data using a diffusion model and combining it with a guidance term to produce superior output data. The guidance term is a vector-Jacobian product that ensures consistency between the denoised input data and measurements after a pseudoinverse transformation. This innovative approach can be applied iteratively to generate valid solutions to inverse problems. The augmented diffusion model serves as a problem-agnostic denoiser, capable of restoring data for various tasks, including denoising, JPEG denoising, deblurring, outpainting, inpainting, colorization, high-dynamic range, and super-resolution.
Career Highlights
Jiaming Song is currently associated with Nvidia Corporation, a leading technology company known for its advancements in graphics processing and artificial intelligence. His role at Nvidia allows him to leverage his expertise in data restoration technologies, contributing to the company's innovative projects.
Collaborations
Due to space constraints, the collaborations section will be omitted.
Conclusion
Jiaming Song's contributions to data restoration through his innovative patent highlight his role as a key inventor in the field. His work at Nvidia Corporation further emphasizes the impact of his inventions on technology and data processing.