Location History:
- Velizy-Villacoublay, FR (2023 - 2024)
- Vélizy-villacoublay, FR (2024)
Company Filing History:
Years Active: 2023-2024
Title: Mariem Mezghanni: Innovator in Machine Learning and 3D Modeling
Introduction
Mariem Mezghanni is a prominent inventor based in Velizy-Villacoublay, France. She has made significant contributions to the fields of machine learning and 3D modeling, holding three patents that showcase her innovative spirit and technical expertise.
Latest Patents
One of her latest patents is focused on experience learning in a virtual world. This computer-implemented method of machine learning involves obtaining a test dataset of scenes belonging to a test domain. The method utilizes a domain-adaptive neural network, which is trained using data from a training domain. This neural network is designed for inferring spatially reconfigurable objects in scenes from the test domain. The process includes determining an intermediary domain that is closer to the training domain in terms of data distributions. This innovative approach enhances machine learning methods for datasets containing spatially reconfigurable objects.
Another notable patent involves segmenting a 3D modeled object representing a mechanical assembly. This method includes inputting a representation of a 3D modeled object into an abstraction neural network, which outputs a set of primitives fitting the object. The process further involves determining second sets of primitives through iterative merging, resulting in a refined representation of the modeled object. This patent highlights her expertise in creating efficient methods for 3D modeling.
Career Highlights
Mariem Mezghanni is currently employed at Dassault Systèmes, a leading company in 3D design software and product lifecycle management. Her work at the company emphasizes her commitment to advancing technology in innovative ways.
Collaborations
She collaborates with talented coworkers, including Asma Rejeb Sfar and Malika Boulkenafed. Their teamwork contributes to the development of cutting-edge solutions in their respective fields.
Conclusion
Mariem Mezghanni's contributions to machine learning and 3D modeling demonstrate her innovative capabilities and dedication to advancing technology. Her patents reflect her expertise and commitment to creating impactful solutions in her industry.