Company Filing History:
Years Active: 2025
Title: Innovations of Tianlin Xu in Data Compression
Introduction
Tianlin Xu is a notable inventor based in London, GB. He has made significant contributions to the field of data compression, particularly through his innovative patent. His work focuses on enhancing image data processing techniques, which are crucial in various applications today.
Latest Patents
Tianlin Xu holds a patent for a system titled "Diffusion-based data compression." This patent describes systems and techniques for processing image data using a residual model that can be configured with an adjustable number of sampling steps. The process involves obtaining a latent representation of an image and utilizing a decoder of a machine learning model to generate an initial reconstructed image. Furthermore, the method includes processing the initial reconstructed image and noise data to predict multiple predictions of a residual over several sampling steps. The residual signifies the difference between the original image and the initial reconstructed image. Ultimately, the process combines the initial reconstructed image and the final residual to produce a final reconstructed image.
Career Highlights
Tianlin Xu is currently employed at Qualcomm Incorporated, a leading technology company known for its advancements in telecommunications and semiconductor technology. His role at Qualcomm allows him to work on cutting-edge technologies that drive innovation in the industry.
Collaborations
Tianlin collaborates with talented individuals such as Noor Fathima Khanum Mohamed Ghouse and Jens Petersen. These collaborations enhance the creative process and contribute to the development of innovative solutions in their respective fields.
Conclusion
Tianlin Xu's contributions to data compression through his patent demonstrate his expertise and commitment to innovation. His work not only advances technology but also sets a foundation for future developments in image processing.