Company Filing History:
Years Active: 2021-2022
Title: Innovations by Inventor Chao Wen in Neural Networks and 3D Mesh Generation
Introduction
Chao Wen, a distinguished inventor based in Shanghai, China, has made significant contributions to the fields of neural networks and 3D technology. With a total of two patents to his name, his works exemplify innovative approaches to complex technological challenges.
Latest Patents
Chao Wen's latest patents include:
1. **Network and System for Neural Pose Transfer** - This invention outlines a network designed for neural pose transfer. The network comprises a pose feature extractor with multiple sequential extracting stacks, which include a first convolution layer followed by an Instance Norm layer. The style transfer decoder also features sequential decoding stacks, a second convolution layer, and a tanh layer. This system is innovative as it allows for the concatenation of a source pose mesh with an identity mesh, enhancing the output of the pose feature extractor.
2. **Network, System, and Method for Multi-View 3D Mesh Generation via Deformation** - This patent presents a network for generating 3D shapes that integrates a perceptual network and a Graphic Convolutional Network (GCN). The GCN contains a coarse shape generation network and a Multi-View Deformation Network (MDN) which refines the generated coarse shape. The MDN includes essential components such as a deformation hypothesis sampling module and a deformation reasoning module, showcasing advanced methodologies in 3D shape generation.
Career Highlights
Chao Wen is affiliated with Fudan University, where he continues to research and develop innovative technologies. His dedication to advancing artificial intelligence and computer vision has established him as a notable figure within the academic and technological landscapes.
Collaborations
Throughout his career, Chao has collaborated with esteemed colleagues such as Yanwei Fu and Yinda Zhang. These partnerships have fostered a rich environment for creative problem-solving and technological advancement.
Conclusion
Chao Wen’s contributions to neural networks and 3D generation technology highlight the importance of innovation in addressing complex challenges. His patents reflect not only his expertise but also the collaborative spirit of contemporary research, paving the way for future advancements in these fields.