Matheus is a researcher interested in all things related to 3D. His work is focused on models and representations of tridimensional data for both discriminative and generative models with a particular interest in learning directly from images. Lately, he has been focused on using learnings from 3D representation learning to enhance controllability of generative image and video models.

A full list of his publications and more information about his research can be found at his personal website.