Deep Learning on Geometry Representations

While deep learning has been successfully applied to many tasks in computer graphics and vision, standard learning architectures often operate on shape representations that are dense and regular, like pixel or voxel grids. On the other hand, decades of computer graphics and geometry processing resea...

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Bibliographic Details
Main Author: Smirnov, Dmitriy
Other Authors: Solomon, Justin
Format: Thesis
Published: Massachusetts Institute of Technology 2022
Online Access:https://hdl.handle.net/1721.1/144568