This inventor holds 1 USPTO granted patent. Top assignee: Lemon 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: The Innovative Contributions of Liang-Chieh (Jay) Chen
Introduction
Liang-Chieh (Jay) Chen is a prominent inventor based in Los Angeles, CA. He has made significant strides in the field of machine learning, particularly in image processing. His innovative approach has led to the development of a unique patent that enhances the way images are represented and reconstructed.
Latest Patents
One of Liang-Chieh Chen's notable patents is titled "Generation of latent representations of images using a machine learning model." This patent describes techniques for generating latent representations of images by splitting and flattening an image into a series of patches. These patches are then concatenated with a sequence of latent tokens and input into an encoder of the machine learning model. The encoder generates a one-dimensional (1D) latent representation of the image. Vector quantization is performed on this representation to create quantized latent tokens, which are then used by a decoder to reconstruct the image. This innovative method showcases the potential of machine learning in enhancing image processing capabilities.
Career Highlights
Liang-Chieh Chen is currently employed at Lemon Inc., where he continues to push the boundaries of technology through his research and development efforts. His work has not only contributed to the advancement of machine learning but has also positioned him as a key player in the tech industry.
Collaborations
Throughout his career, Liang-Chieh has collaborated with talented individuals such as Qihang Yu and Mark Weber. These collaborations have fostered an environment of innovation and creativity, leading to groundbreaking advancements in their respective fields.
Conclusion
Liang-Chieh (Jay) Chen's contributions to the field of machine learning and image processing are noteworthy. His patent on generating latent representations of images exemplifies his innovative spirit and dedication to advancing technology. As he continues his work at Lemon Inc., his impact on the industry is sure to grow.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile