Location History:
- Burbank, CA (US) (2018)
- Pittsburgh, PA (US) (2020)
Company Filing History:
Years Active: 2018-2020
Title: Innovations of Andreas Lehrmann
Introduction
Andreas Lehrmann is an accomplished inventor based in Pittsburgh, PA. He has made significant contributions to the field of image analysis and dialog systems. With a total of 2 patents, Lehrmann's work focuses on enhancing the interaction between machines and visual data.
Latest Patents
Lehrmann's latest patents include "Visual reference resolution using attention memory for visual dialog." This invention features a dialog engine designed to answer a sequence of questions related to an image. The attention module within the dialog engine employs an attention retrieval process and a tentative attention process. The attention retrieval process retrieves a relevant attention map that may have been used to answer a previous query. The tentative attention process generates a tentative attention map based on an image and other input parameters. By combining these maps, the dialog engine can generate a response to the query and store the fused attention map for future use.
Another notable patent is "System and method of analyzing images using a hierarchical set of models." This invention allows for the analysis of one or more image parameters using a hierarchical set of models. By executing individual models, different outputs can be generated from the analysis of various image parameters. The inputs of some models may be conditioned on outputs derived from preceding models in the hierarchy.
Career Highlights
Andreas Lehrmann is currently employed at Disney Enterprises, Inc., where he continues to innovate in the field of technology. His work has garnered attention for its potential applications in various industries, particularly in enhancing user interaction with visual content.
Collaborations
Lehrmann has collaborated with notable colleagues such as Leonid Sigal and Paul Hongsuck Seo. These partnerships have contributed to the advancement of his research and the development of his patents.
Conclusion
Andreas Lehrmann's contributions to the field of image analysis and dialog systems demonstrate his innovative spirit and technical expertise. His patents reflect a commitment to improving the way machines interact with visual data, paving the way for future advancements in technology.