Shen Sang

Title: Innovations of Shen Sang in Image Generation

Introduction

Shen Sang is a prominent inventor based in Los Angeles, CA, known for his contributions to the field of image generation. With a total of six patents to his name, he has made significant strides in developing advanced methods for creating stylized images and avatars.

Latest Patents

Shen Sang's latest patents include innovative methods for generating stylized 3D avatars. One of his notable inventions, titled "Cascaded domain bridging for image generation," outlines a process that begins with receiving an input image of a user. This method utilizes a generative adversarial network (GAN) generator to create a stylized image based on the input. The stylized image is then processed through a first model to generate a set of parameters, which include both discrete and continuous elements. The method further involves a second model trained to produce an avatar image, allowing for a comparison between the stylized image and the generated avatar image to refine the output through an error correction process.

Another patent under the same title describes a method for generating a style image. This process starts with encoding an input image using a first encoder of a GAN to obtain a latent code. The first decoder of the GAN then decodes this latent code to produce a normalized style image, trained using a loss function that considers the semantic regions of both the input and the normalized style image.

Career Highlights

Throughout his career, Shen Sang has worked with notable companies such as Lemon Inc. and Beijing Zitiao Network Technology Co., Ltd. His experience in these organizations has contributed to his expertise in image generation technologies.

Collaborations

Shen has collaborated with talented individuals in the field, including Jing Liu and Chunpong Lai. Their joint efforts have further advanced the innovations in image generation.

Conclusion

Shen Sang's work in image generation showcases his innovative spirit and technical prowess. His patents reflect a commitment to enhancing the way we create and interact with digital images.