Liyu Gong

Title: Liyu Gong: Innovator in Neural Networks and Texture Mapping

Introduction

Liyu Gong is an accomplished inventor based in Lexington, KY (US), known for his significant contributions to the fields of neural networks and texture mapping. With a total of three patents to his name, Gong has demonstrated a commitment to advancing technology through innovative solutions.

Latest Patents

Gong's latest patents include "Efficient and robust high-speed neural networks for cell image classification." This invention describes a method for utilizing neural networks to classify cell images by determining ambiguity through soft-max scores. If a cell is deemed ambiguous, it is classified into a pseudo class, while non-ambiguous cells are classified according to the highest score. This approach enables high-speed, high-accuracy, and high-recall implementations. Another notable patent is "Super-resolution of block-compressed texture for texture mapping applications." This method involves receiving a texture block and applying a block compression scheme to generate coded-texture values. A machine learning model is then used to produce super-resolution coded-texture values, which are processed to create a larger texture block.

Career Highlights

Throughout his career, Liyu Gong has worked with prominent companies such as Sony Group Corporation and Sony Corporation of America. His experience in these organizations has allowed him to refine his skills and contribute to groundbreaking projects in technology.

Collaborations

Gong has collaborated with talented individuals in his field, including Ming-Chang Liu and Ko-Kai Albert Huang. These partnerships have fostered innovation and have been instrumental in the development of his patented technologies.

Conclusion

Liyu Gong's work in neural networks and texture mapping exemplifies the spirit of innovation. His patents reflect a deep understanding of technology and a commitment to enhancing its applications. His contributions continue to influence the industry and inspire future advancements.