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06/03/2023
Weight-Aware Implicit Geometry Reconstruction with Curvature-Guided Sampling
Neural surface implicit representations offer numerous advantages, inclu...
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10/21/2022
High-Quality RGB-D Reconstruction via Multi-View Uncalibrated Photometric Stereo and Gradient-SDF
Fine-detailed reconstructions are in high demand in many applications. H...
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11/26/2021
Gradient-SDF: A Semi-Implicit Surface Representation for 3D Reconstruction
We present Gradient-SDF, a novel representation for 3D geometry that com...
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09/03/2021
Dive into Layers: Neural Network Capacity Bounding using Algebraic Geometry
The empirical results suggest that the learnability of a neural network ...
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12/13/2019