Kun Wan

Title: The Innovative Contributions of Kun Wan

Introduction

Kun Wan is a prominent inventor based in San Jose, California. He has made significant contributions to the field of artificial intelligence and image processing, holding a total of four patents. His work focuses on enhancing the efficiency and effectiveness of artificial neural networks and digital image processing.

Latest Patents

One of Kun Wan's latest patents is titled "Efficient mixed-precision search for quantizers in artificial neural networks." This method involves training an artificial neural network (ANN) by sampling selected candidate quantizers from a bank of candidates. The network parameters are updated based on the outputs of the ANN layers, which are computed by processing quantized data with various operators, such as convolution. This innovative approach allows the quantizers to converge to optimal bit-widths, thereby reducing classification losses while adhering to complexity constraints.

Another notable patent is "Automatically removing moving objects from video streams." This patent describes systems and methods for accurately and efficiently removing undesired moving objects from digital images captured by a camera. The systems access digital images from a camera viewfinder stream and generate a temporal window of these images, along with binary masks indicating the undesired moving objects. Utilizing a generator as part of a 3D to 2D generative adversarial neural network, the systems create a target digital image that in-paints the region associated with the moving object. This technology allows users to visualize how a future photograph will appear without the undesired object.

Career Highlights

Kun Wan is currently employed at Adobe, Inc., where he continues to innovate and develop cutting-edge technologies. His work at Adobe has positioned him as a key player in the advancement of digital imaging and artificial intelligence.

Collaborations

Throughout his career, Kun Wan has collaborated with talented individuals such as Xin Lu and Wentian Zhao. These collaborations have further enriched his work and contributed to the success of his projects.

Conclusion

Kun Wan's contributions to the fields of artificial intelligence and image processing are noteworthy. His innovative patents demonstrate his commitment to advancing technology and improving user experiences in digital imaging.