Company Filing History:
Years Active: 2023-2025
Title: Hanwen Liang: Innovator in Deep Learning and Video Analysis
Introduction
Hanwen Liang is a prominent inventor based in Thornhill, CA. He has made significant contributions to the fields of deep learning and video analysis. With a total of 2 patents, Liang's work focuses on advancing technology through innovative methods and systems.
Latest Patents
Liang's latest patents include "Methods and systems for cross-domain few-shot classification" and "Systems, devices and methods for distributed hierarchical video analysis." The first patent describes methods for training deep neural networks, which involve an encoder and a decoder. This process includes two training stages, where data samples are used to generate feature maps and update the autoencoder's parameters. The second patent outlines a system for analyzing videos by dividing them into basic units and generating semantic tags through hierarchical classifier nodes. This innovative approach enhances the understanding of video content.
Career Highlights
Hanwen Liang is currently employed at Huawei Technologies Co., Limited, where he continues to push the boundaries of technology. His work has garnered attention for its practical applications in various industries, particularly in artificial intelligence and video processing.
Collaborations
Liang has collaborated with notable colleagues, including Peng Dai and Juwei Lu. These partnerships have contributed to the development of cutting-edge technologies and have fostered a collaborative environment for innovation.
Conclusion
Hanwen Liang's contributions to deep learning and video analysis exemplify the impact of innovative thinking in technology. His patents reflect a commitment to advancing the field and improving the way we interact with digital content.