Benjamin Ummenhofer

Title: Innovations of Benjamin Ummenhofer

Introduction

Benjamin Ummenhofer is a notable inventor based in Unterhaching, Germany. He has made significant contributions to the field of machine learning and computer graphics. With a total of 3 patents to his name, Ummenhofer is recognized for his innovative approaches to technology.

Latest Patents

One of his latest patents is titled "Learning neural reflectance shaders from images." This patent describes techniques for learning neural reflectance shaders from images. A set of one or more machine learning models can be trained to optimize an illumination latent code and a set of reflectance latent codes for an object within a set of input images. A shader can then be generated based on a machine learning model of the one or more machine learning models. The shader is configured to sample the illumination latent code and the set of reflectance latent codes for the object. A 3D representation of the object can be rendered using the generated shader.

Career Highlights

Ummenhofer is currently employed at Intel Corporation, where he continues to push the boundaries of technology. His work focuses on enhancing the capabilities of machine learning in rendering and graphics.

Collaborations

He has collaborated with talented individuals such as Shenlong Wang and Sanskar Agrawal, contributing to various projects and innovations.

Conclusion

Benjamin Ummenhofer's work exemplifies the intersection of machine learning and computer graphics, showcasing his innovative spirit and dedication to advancing technology. His contributions are paving the way for future developments in the field.