Company Filing History:
Years Active: 2023-2025
Title: Innovations of Kevin Shih
Introduction
Kevin Shih is a prominent inventor based in Santa Clara, California. He has made significant contributions to the field of neural networks and image processing. With a total of four patents to his name, Shih is recognized for his innovative approaches to technology.
Latest Patents
One of Kevin Shih's latest patents is titled "Image in-painting for irregular holes using partial convolutions." This patent discloses a neural network architecture designed for performing image in-painting through partial convolution operations. The neural network processes an image along with a corresponding mask that identifies holes in the image. The mask is utilized by the partial convolution operation to zero out coefficients of the convolution kernel that correspond to invalid pixel data for the holes. The mask is updated after each partial convolution operation in the encoder section of the neural network. In one embodiment, the neural network is implemented using an encoder-decoder framework with skip links to forward representations of features at different sections of the encoder to corresponding sections of the decoder.
Another notable patent is "Video prediction using one or more neural networks." This patent describes apparatuses, systems, and techniques aimed at enhancing video quality. In at least one embodiment, one or more neural networks are employed to create a second video from a first video, which includes one or more additional video frames.
Career Highlights
Kevin Shih is currently employed at Nvidia Corporation, a leading technology company known for its advancements in graphics processing and artificial intelligence. His work at Nvidia has allowed him to explore and develop cutting-edge technologies in the field of neural networks.
Collaborations
Some of Kevin Shih's notable coworkers include Bryan Catanzaro and Andrew J. Tao. Their collaboration has contributed to the innovative projects and research initiatives at Nvidia.
Conclusion
Kevin Shih is a talented inventor whose work in neural networks and image processing has led to significant advancements in technology. His patents reflect his commitment to innovation and his contributions to the field will continue to influence future developments.
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.