Location History:
- College Park, MD (US) (2020 - 2021)
- San Jose, CA (US) (2021 - 2023)
Company Filing History:
Years Active: 2020-2025
Title: Xianzhi Du: Innovator in Deep Learning Technologies
Introduction
Xianzhi Du is a prominent inventor based in San Jose, CA, known for his contributions to deep learning technologies. He holds a total of 6 patents, showcasing his expertise and innovative spirit in the field of artificial intelligence.
Latest Patents
Among his latest patents is a system and method for training deep learning classification networks. This invention involves methods and apparatuses for deep learning training, which include receiving a candidate unit for classification. The candidate unit encompasses an intersection area between a ground-truth bounding box and a detection box. The classification process assigns a label that represents the probability value of a given feature being observed in the intersection area. Deep learning training is then performed using the assigned label of the classified candidate unit.
Another significant patent is the foreground-background-aware atrous multiscale network for disparity estimation. This system includes one or more feature extractor modules designed to extract feature maps from input images. Additionally, it incorporates one or more semantic information modules connected to the outputs of the feature extractor modules. These modules generate foreground semantic information to be provided to the feature extractor modules for disparity estimation in subsequent training epochs.
Career Highlights
Xianzhi Du is currently employed at Samsung Electronics Co., Ltd., where he continues to push the boundaries of technology through his innovative work. His contributions have significantly impacted the field of deep learning and artificial intelligence.
Collaborations
Xianzhi has collaborated with notable colleagues, including Jungwon Lee and Mostafa El-Khamy, further enhancing the innovative environment in which he works.
Conclusion
Xianzhi Du's work in deep learning technologies exemplifies the spirit of innovation and dedication to advancing artificial intelligence. His patents reflect a commitment to developing systems that enhance classification and disparity estimation, making significant contributions to the field.
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.