Xiangyu Peng

Title: Innovations of Xiangyu Peng in Automatic Product Description Generation

Introduction

Xiangyu Peng is an accomplished inventor based in Atlanta, GA (US). She has made significant contributions to the field of automatic product description generation. Her innovative work focuses on enhancing the way product descriptions are created using advanced systems and techniques.

Latest Patents

Xiangyu Peng holds a patent for "Automatic product description generation." This patent discloses systems, devices, and techniques for generating product descriptions automatically. A first set of features, including labels and words, is generated from an image using a first feature extraction model. A second set of features is also generated from the image using a second feature extraction model. The process involves inputting the image and its metadata into a description generating model to create a text description of the product depicted in the image. The generated text description includes words that are selected based on assigned probabilities, which are boosted for words similar to those in the first and second sets of features.

Career Highlights

Xiangyu Peng is currently employed at Salesforce, Inc., where she continues to innovate and develop new technologies. Her work has garnered attention for its potential to streamline product description processes across various industries.

Collaborations

Xiangyu collaborates with talented individuals in her field, including her coworker, Michael Reynolds Sollami. Together, they contribute to advancements in technology and innovation.

Conclusion

Xiangyu Peng's work in automatic product description generation exemplifies the impact of innovative thinking in technology. Her contributions are paving the way for more efficient product description processes in the future.