Company Filing History:
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2 out of 9 Years Active: 2023-2025
Title: Innovations of Shengtao Pan
Introduction
Shengtao Pan is a prominent inventor based in Chongqing, China. He has made significant contributions to the fields of artificial intelligence, computer vision, and image processing. With a total of 2 patents, his work focuses on advanced methods that enhance the performance and accuracy of neural networks.
Latest Patents
One of his latest patents is the "Adaptive high-precision compression method and system based on convolutional neural network model." This innovative method utilizes a differential evolution algorithm for coarse-grained pruning of neural network models. By employing an entropy importance criterion and an objective function, it aims to achieve a near-optimal neural network structure. The process includes fine-grained pruning to optimize the model further, ultimately restoring its performance through a multi-teacher multi-step knowledge distillation network.
Another notable patent is the "Method for recognizing facial expressions based on adversarial elimination." This method involves building a facial expression recognition network using a deep convolutional neural network. It trains the network on a natural facial expression dataset, enhancing the distinguishability of facial expression features. By actively eliminating key features from input images, the method generates a new dataset that trains networks with varied weight distributions, improving the robustness of the recognition process.
Career Highlights
Shengtao Pan has worked at prestigious institutions such as Chongqing University and the University of Electronic Science and Technology of China. His academic and research endeavors have significantly impacted the development of innovative technologies in his field.
Collaborations
He has collaborated with notable colleagues, including Yongduan Song and Feng Yang, contributing to various research projects and advancements in technology.
Conclusion
Shengtao Pan's innovative patents and contributions to artificial intelligence and image processing demonstrate his commitment to advancing technology. His work continues to influence the field and inspire future innovations.