Company Filing History:
Years Active: 2020-2025
Title: Marius Lehne: Innovator in Document Information Extraction
Introduction
Marius Lehne is a prominent inventor based in Berlin, Germany. He has made significant contributions to the field of document information extraction and classification through his innovative patents. With a total of 3 patents, Lehne continues to push the boundaries of technology in his area of expertise.
Latest Patents
One of Marius Lehne's latest patents is titled "Document information extraction without additional annotations." This invention involves a system, method, and computer program product that processes documents using a convolutional neural network to extract relevant information without the need for additional annotations. The process includes generating attention weights and context vectors, ultimately leading to the extraction of specific fields from the document.
Another notable patent is "Densely connected convolutional neural network for service ticket classification." This method classifies text by applying a dense convolutional neural network that operates on various quantities of consecutive tokens from the text. The invention aims to improve the classification of issues associated with service ticket systems, providing efficient responses based on the classification results.
Career Highlights
Marius Lehne is currently employed at SAP SE, where he applies his expertise in developing advanced technologies for document processing and classification. His work at SAP SE has positioned him as a key player in the innovation landscape, contributing to the company's reputation for cutting-edge solutions.
Collaborations
Throughout his career, Marius has collaborated with talented individuals such as Shachar Klaiman and Anoop Raveendra Katti. These collaborations have fostered an environment of innovation and creativity, leading to the development of impactful technologies.
Conclusion
Marius Lehne is a distinguished inventor whose work in document information extraction and classification has garnered attention in the tech industry. His innovative patents and contributions at SAP SE highlight his commitment to advancing technology and improving processes.