Puneet Mathur

Title: Puneet Mathur: Innovator in Document Processing Technologies

Introduction

Puneet Mathur is a notable inventor based in College Park, MD (US), recognized for his contributions to document processing technologies. With a total of two patents to his name, he has made significant strides in the field of machine learning and document editing.

Latest Patents

Puneet's latest patents include "Extracting document hierarchy using a multimodal, layer-wise link prediction neural network." This patent describes systems and methods that generate a digital document hierarchy comprising layers of parent-child element relationships from visual elements. The disclosed systems determine candidate parent and child visual elements and generate element classifications and link probabilities using a neural network. This innovative approach allows for the creation of an interactive digital document from the digital document image.

Another significant patent is "Language-guided document editing." This invention provides systems and methods for document editing by obtaining a document and a natural language edit request. It generates a structured edit command using a machine learning model and produces a modified document that incorporates the requested changes.

Career Highlights

Puneet Mathur is currently employed at Adobe, Inc., where he continues to develop cutting-edge technologies in document processing. His work at Adobe has positioned him as a key player in the advancement of machine learning applications in the field.

Collaborations

Puneet collaborates with talented individuals such as Vlad Ion Morariu and Rajiv Jain, contributing to a dynamic and innovative work environment.

Conclusion

Puneet Mathur's contributions to document processing technologies through his patents and work at Adobe, Inc. highlight his role as an influential inventor in the field. His innovative approaches to document hierarchy extraction and language-guided editing are paving the way for future advancements in this area.