Bruno Roy

AI Research Manager

Americas

Biography

Bruno Roy is a Principal Research Scientist at Autodesk’s AI Lab in Montreal. His research focuses primarily on current challenges in computer graphics by combining machine learning with numerical methods. Prior to joining Autodesk, Bruno’s involvement in the computer graphics community was reflected through various experiences in industrial and academic research in the media and entertainment (M&E) space. Bruno holds a Ph.D. in Computer Science from the University of Montreal, where he explored ways to improve numerical simulations for particle-based fluids by leveraging hybrid and data-driven methods using iterative solvers.

Publications

Publication

2024

Neural UpFlow: A Scene Flow Learning Approach to Increase the Apparent Resolution of Particle-Based Liquids

In this research, we introduce a data-driven approach to increase the…

Publication

2023

Neural Shape Diameter Function for Efficient Mesh Segmentation

Introducing a neural approximation of the Shape Diameter Function,…

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