This inventor holds 1 USPTO granted patent and 3 published patent applications. Top assignee: Autodesk, Inc.. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Arianna Rampini: Innovator in Machine Learning and 3D Shape Generation
Introduction
Arianna Rampini is a notable inventor based in Ciampino, Italy. She has made significant contributions to the field of machine learning, particularly in the area of 3D shape generation from sketches. Her innovative approach combines artistic expression with advanced technology, showcasing the potential of machine learning in creative applications.
Latest Patents
Arianna holds a patent for her invention titled "Machine learning techniques for sketch-to-3D shape generation." This patent outlines a technique for performing 3D shape generation by generating semantic features associated with an input sketch. The process involves using a generative machine learning model to create a plurality of predicted shape embeddings from a set of fully masked shape embeddings based on the semantic features. The predicted shape embeddings are then converted into one or more 3D shapes, which can take various forms, including voxel representations, implicit representations, or 3D CAD software representations. This invention highlights the versatility of her approach, accommodating input sketches that range from casual doodles to professional illustrations.
Career Highlights
Arianna Rampini is currently employed at Autodesk, Inc., a leading company in design software and 3D modeling. Her work at Autodesk allows her to apply her innovative ideas in a practical setting, contributing to the development of tools that enhance creativity and design processes.
Collaborations
Arianna collaborates with Saeid Asgari Taghanaki, a fellow innovator in the field. Their partnership exemplifies the collaborative spirit of innovation, where diverse expertise can lead to groundbreaking advancements.
Conclusion
Arianna Rampini's contributions to machine learning and 3D shape generation demonstrate her commitment to pushing the boundaries of technology and creativity. Her patent and work at Autodesk reflect her innovative spirit and the potential for future advancements in this exciting field.