Company Filing History:
Years Active: 2021-2023
Title: Innovations of Sergio Guadarrama Cotado
Introduction
Sergio Guadarrama Cotado is a notable inventor based in Berkeley, CA. He has made significant contributions to the field of computing and machine learning, holding a total of 3 patents. His work primarily focuses on enhancing the capabilities of generative adversarial networks and visual tracking systems.
Latest Patents
One of his latest patents is titled "Computing systems with modularized infrastructure for training generative adversarial networks." This patent describes a modularized infrastructure that simplifies the training and evaluation of GANs. The infrastructure includes a lightweight library that allows users to interact with and build upon it easily. It consists of distinct sets of code that can operate independently yet be combined intuitively, enabling users to customize their training processes.
Another significant patent is "Visual tracking by colorization." This invention involves methods and systems for performing visual tracking using a colorization machine learning model. The method processes reference video frames and target video frames to generate pixel similarity measures, ultimately determining target labels for each pixel in the target video frame.
Career Highlights
Sergio Guadarrama Cotado is currently employed at Google Inc., where he continues to innovate and develop advanced technologies. His work has had a profound impact on the fields of artificial intelligence and machine learning.
Collaborations
He has collaborated with notable colleagues such as Kevin Patrick Murphy and Abhinav Shrivastava, contributing to various projects that push the boundaries of technology.
Conclusion
Sergio Guadarrama Cotado's contributions to the field of computing and machine learning are noteworthy. His innovative patents and work at Google Inc. highlight his role as a leading inventor in the industry.