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Convolutional Neural Network-based Efficient Dense Point Cloud Generation using Unsigned Distance Fields
Dense point cloud generation from a sparse or incomplete point cloud is a crucial and challenging problem in 3D computer vision and computer graphics.
LightSAL: Lightweight Sign Agnostic Learning for Implicit Surface Representation
Recently, several works have addressed modeling of 3D shapes using deep neural networks to learn implicit surface representations.
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