Talk by Michael Bronstein
in
Workshop: Differential Geometry meets Deep Learning (DiffGeo4DL)

Invited Talk 1: Geometric deep learning for 3D human body synthesis

Michael Bronstein

2020 Talk by Michael Bronstein
in
Workshop: Differential Geometry meets Deep Learning (DiffGeo4DL)

Abstract

Geometric deep learning, a new class of ML methods trying to extend the basic building blocks of deep neural architectures to geometric data (point clouds, graphs, and meshes), has recently excelled in many challenging analysis tasks in computer vision and graphics such as deformable 3D shape correspondence. In this talk, I will present recent research efforts in 3D shape synthesis, focusing in particular on the human body, face, and hands.

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