This inventor holds 2 USPTO granted patents and 5 published patent applications and 1 EPO patent. Top assignee: Google Inc.. Active years: 2020-2021.
Company Filing History:
Years Active: 2020-2021
Title: Keren Ye: Innovator in Object Embedding Systems
Introduction
Keren Ye is a prominent inventor based in Pittsburgh, PA (US). She has made significant contributions to the field of object embedding systems, showcasing her expertise through her innovative patents. With a total of 2 patents, Keren is recognized for her work in advancing technology that enhances image processing and machine learning.
Latest Patents
Keren Ye's latest patents focus on generating object embeddings from images. These patents describe methods, systems, and apparatuses, including computer programs encoded on a computer storage medium, for training an object embedding system. One aspect of her method involves providing selected images as input to the object embedding system and generating corresponding embeddings. The object embedding system comprises a thumbnailing neural network and an embedding neural network. The method further includes backpropagating gradients based on a loss function to reduce the distance between embeddings for the same instances of objects while increasing the distance between embeddings for different instances of objects.
Career Highlights
Keren Ye is currently employed at Google Inc., where she continues to push the boundaries of technology and innovation. Her work has garnered attention in the tech community, and she is recognized for her contributions to machine learning and image processing.
Collaborations
Keren collaborates with notable colleagues, including Gerhard Florian Schroff and Dmitry Kalenichenko. Their combined expertise fosters an environment of innovation and creativity, leading to groundbreaking advancements in their field.
Conclusion
Keren Ye is a trailblazer in the realm of object embedding systems, with her patents reflecting her commitment to innovation. Her work at Google Inc. and collaborations with esteemed colleagues further solidify her position as a leading inventor in technology.