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Point cloud reconstruction

This task aims to solve inherent problems in raw point clouds: sparsity, noise, and irregularity.

Papers

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Showing 41–50 of 101 papers

Title	Date	Tasks	Status	Hype	Score
PointInverter: Point Cloud Reconstruction and Editing via a Generative Model with Shape Priors	Nov 16, 2022	Generative Adversarial NetworkPoint cloud reconstruction	CodeCode Available	0	5
Robustifying Generalizable Implicit Shape Networks with a Tunable Non-Parametric Model	Nov 21, 2023	3D ReconstructionPoint cloud reconstruction	CodeCode Available	0	5
ObitoNet: Multimodal High-Resolution Point Cloud Reconstruction	Dec 25, 2024	DecoderPoint Cloud Generation	CodeCode Available	0	5
Learnable Chamfer Distance for Point Cloud Reconstruction	Dec 27, 2023	Point cloud reconstruction	CodeCode Available	0	5
CAPNet: Continuous Approximation Projection For 3D Point Cloud Reconstruction Using 2D Supervision	Nov 28, 2018	3D Point Cloud ReconstructionPoint cloud reconstruction	CodeCode Available	0	5
PU-MFA : Point Cloud Up-sampling via Multi-scale Features Attention	Aug 22, 2022	Point cloud reconstructionPoint Cloud Super Resolution	CodeCode Available	0	5
Learning Local Pattern Modularization for Point Cloud Reconstruction from Unseen Classes	Aug 26, 2024	ObjectPoint cloud reconstruction	CodeCode Available	0	5
3D-PSRNet: Part Segmented 3D Point Cloud Reconstruction From a Single Image	Sep 30, 2018	3D Point Cloud ReconstructionPoint cloud reconstruction	CodeCode Available	0	5
Self-Attention Amortized Distributional Projection Optimization for Sliced Wasserstein Point-Cloud Reconstruction	Jan 12, 2023	Point cloud reconstruction	CodeCode Available	0	5
Differentiable Spline Approximations	Oct 4, 2021	3D Point Cloud ReconstructionBIG-bench Machine Learning	—Unverified	0	0

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