Company Filing History:
Years Active: 2019-2024
Title: Haoyu Ren: Innovator in Computer Vision Technologies
Introduction: Haoyu Ren is a prominent inventor based in San Diego, California, known for his significant contributions to the field of computer vision and machine learning. With 17 patents to his name, Ren continues to push the boundaries of technology through innovative solutions and advanced methodologies.
Latest Patents: Among Ren's latest patents is a system and method for deep machine learning tailored for computer vision applications. This computer vision training system incorporates various learning strategies, including supervised, unsupervised, and weakly supervised learning systems. Each system plays a crucial role in estimating supervision outputs based on input images, calculating supervised losses, and optimizing parameters to enhance performance in CV applications.
Another notable patent focuses on video depth estimation using temporal attention. This method processes multiple video frames captured at different times, generating feature maps and calculating a temporal attention map. The resulting feature map is equipped with temporal attention, allowing for more accurate depth detection across video frames.
Career Highlights: Haoyu Ren is currently associated with Samsung Electronics Co., Ltd., where he leverages his expertise in machine learning and computer vision to develop cutting-edge technologies. His work has positioned him as a key figure in advancing the capabilities of visual computing.
Collaborations: Throughout his career, Ren has collaborated with talented coworkers, including Jungwon Lee and Mostafa El-Khamy. These collaborations enhance innovation and contribute to the successful development of sophisticated technologies in their field.
Conclusion: Haoyu Ren's impressive portfolio of patents and innovative work in computer vision exemplify his dedication to advancing technology. With his ongoing contributions at Samsung Electronics Co., Ltd., Ren is set to shape the future of machine learning and computer vision applications, making a lasting impact on the industry.
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.