Company Filing History:
Years Active: 2024-2025
Title: Innovations by Inventor Ye Yu
Introduction
Inventor Ye Yu, based in Redmond, WA, has made significant contributions to the field of technology through his innovative inventions. With a total of 5 patents to his name, Ye Yu has been instrumental in advancing methodologies in dynamic convolutional neural networks and video frame action detection. His work not only showcases his inventive prowess but also highlights the importance of collaboration in the world of research and development.
Latest Patents
One of Ye Yu's latest patents is titled **Dynamic Matrix Convolution with Channel Fusion**. This invention relates to a computer device designed for automatic feature detection. It includes a processor, a communication device, and memory that holds executable instructions to instantiate a dynamic convolutional neural network. This network processes input data to automatically detect features, compresses the input data into a manageable dimensionality, and dynamically fuses channels for improved representation.
Another notable patent from Ye Yu is **Video Frame Action Detection Using Gated History**. This invention addresses challenges in video analysis by utilizing a gated history mechanism. It involves receiving a video stream, grouping video frames, determining attention weights for historical frames, and generating action predictions based on present and weighted historical frames. This innovative approach significantly enhances the accuracy of action detection in video sequences.
Career Highlights
Ye Yu is associated with Microsoft Technology Licensing, LLC, where he engages in groundbreaking technological explorations. His work at Microsoft has enabled him to develop advanced techniques and frameworks that push the boundaries of computer vision and neural networks. His expertise and creativity have placed him at the forefront of innovation within the tech industry.
Collaborations
Throughout his career, Ye Yu has collaborated with talented individuals, including Mei Chen and Gaurav Mittal. These partnerships have been pivotal in enhancing project development and fostering a collaborative environment conducive to creative thinking. Working alongside such proficient coworkers allows for the exchange of ideas and the refinement of inventions aimed at improving technological applications.
Conclusion
Ye Yu's contributions to the field of technology demonstrate the power of innovation and collaboration. With his impressive portfolio of patents, he embodies the spirit of creativity that drives progress in technology. As he continues to develop new inventions, the impact of his work is set to influence various sectors, from computer science to applied artificial intelligence, showcasing the vital role inventors play in shaping our technological future.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.