Company Filing History:
Years Active: 2019-2023
Title: Felix Hieber: Innovator in Artificial Intelligence and Machine Learning
Introduction
Felix Hieber is a prominent inventor based in Berlin, Germany. He has made significant contributions to the fields of artificial intelligence and machine learning, holding a total of five patents. His work focuses on enhancing neural network-based machine translation and improving the scoring of alt-text in image data.
Latest Patents
One of Felix Hieber's latest patents is an artificial intelligence system that utilizes phrase tables to evaluate and improve neural network-based machine translation. This innovative system generates a mapping data structure, such as a statistical phrase table, based on a candidate set of translations produced by a neural network model. The mapping data structure is then analyzed to obtain a quality metric of the neural network-based model, leading to the initiation of one or more operations based on this quality metric.
Another notable patent involves a machine learning system designed to score alt-text in image data. This system describes techniques for the automatic scoring of alt-text associated with image data. In various examples, the system receives first image data and corresponding text data. It determines a feature representation of the image data using an encoder machine learning model and a hidden state representation using a decoder model. A first score is then calculated, indicating the descriptive capability of the text data concerning the image data.
Career Highlights
Felix Hieber is currently employed at Amazon Technologies, Inc., where he continues to innovate in the realm of artificial intelligence. His work has garnered attention for its practical applications and contributions to the advancement of technology.
Collaborations
Felix has collaborated with notable coworkers, including Hagen Fuerstenau and Loris Bazzani, who share his passion for innovation and technology.
Conclusion
Felix Hieber is a distinguished inventor whose work in artificial intelligence and machine learning has led to significant advancements in the field. His patents reflect a commitment to improving technology and enhancing user experiences through innovative solutions.