| A Convolutional Decoder for Point Clouds using Adaptive Instance Normalization | Jun 27, 2019 | DecoderImage Generation | —Unverified | 0 |
| Arbitrary point cloud upsampling via Dual Back-Projection Network | Jul 18, 2023 | point cloud upsamplingset matching | —Unverified | 0 |
| 4DSR-GCN: 4D Video Point Cloud Upsampling using Graph Convolutional Networks | Jun 1, 2023 | Edge-computingGraph Attention | —Unverified | 0 |
| BIMS-PU: Bi-Directional and Multi-Scale Point Cloud Upsampling | Jun 25, 2022 | point cloud upsampling | —Unverified | 0 |
| EGP3D: Edge-guided Geometric Preserving 3D Point Cloud Super-resolution for RGB-D camera | Dec 16, 2024 | 3D ReconstructionPoint Cloud Super Resolution | —Unverified | 0 |
| Frequency-Selective Mesh-to-Mesh Resampling for Color Upsampling of Point Clouds | Mar 17, 2022 | Point Cloud Super Resolutionpoint cloud upsampling | —Unverified | 0 |
| GaussianPU: A Hybrid 2D-3D Upsampling Framework for Enhancing Color Point Clouds via 3D Gaussian Splatting | Sep 3, 2024 | 3DGSGPU | —Unverified | 0 |
| SRMamba: Mamba for Super-Resolution of LiDAR Point Clouds | May 15, 2025 | MambaPoint Cloud Super Resolution | —Unverified | 0 |
| Test-Time Adaptation for Point Cloud Upsampling Using Meta-Learning | Aug 31, 2023 | Meta-Learningpoint cloud upsampling | —Unverified | 0 |
| Joint Geometry and Attribute Upsampling of Point Clouds Using Frequency-Selective Models with Overlapped Support | Jan 27, 2023 | AttributeAutonomous Driving | —Unverified | 0 |
| Learning Continuous Implicit Field with Local Distance Indicator for Arbitrary-Scale Point Cloud Upsampling | Dec 23, 2023 | point cloud upsampling | —Unverified | 0 |
| Lidar Upsampling with Sliced Wasserstein Distance | Jan 31, 2023 | Autonomous DrivingDomain Adaptation | —Unverified | 0 |
| Low-Rank Tensor Function Representation for Multi-Dimensional Data Recovery | Dec 1, 2022 | DenoisingHyperparameter Optimization | —Unverified | 0 |
| Non-uniform Point Cloud Upsampling via Local Manifold Distribution | Apr 16, 2025 | point cloud upsampling | —Unverified | 0 |
| Representation Learning of Point Cloud Upsampling in Global and Local Inputs | Jan 13, 2025 | 3D ReconstructionDecoder | —Unverified | 0 |
| ParaNet: Deep Regular Representation for 3D Point Clouds | Dec 5, 2020 | point cloud upsampling | —Unverified | 0 |
| Rethinking Data Input for Point Cloud Upsampling | Jul 5, 2024 | 3D Reconstructionpoint cloud upsampling | —Unverified | 0 |
| PLATYPUS: Progressive Local Surface Estimator for Arbitrary-Scale Point Cloud Upsampling | Nov 1, 2024 | Autonomous Drivingpoint cloud upsampling | —Unverified | 0 |
| Point cloud completion via structured feature maps using a feedback network | Feb 17, 2022 | Point Cloud Completionpoint cloud upsampling | —Unverified | 0 |
| Point Cloud Upsampling as Statistical Shape Model for Pelvic | Jan 28, 2025 | Image SegmentationMedical Image Analysis | —Unverified | 0 |
| Upsampling Autoencoder for Self-Supervised Point Cloud Learning | Mar 21, 2022 | Decoderpoint cloud upsampling | —Unverified | 0 |
| PU-EVA: An Edge Vector based Approximation Solution for Flexible-scale Point Cloud Upsampling | Apr 22, 2022 | point cloud upsamplingSurface Reconstruction | —Unverified | 0 |
| PUFA-GAN: A Frequency-Aware Generative Adversarial Network for 3D Point Cloud Upsampling | Mar 2, 2022 | DescriptiveGenerative Adversarial Network | —Unverified | 0 |
| A Comparative Study of Feature Expansion Unit for 3D Point Cloud Upsampling | May 19, 2022 | Image Super-Resolutionpoint cloud upsampling | —Unverified | 0 |
| TP-NoDe: Topology-aware Progressive Noising and Denoising of Point Clouds towards Upsampling | Oct 2, 2023 | DenoisingPoint Cloud Super Resolution | CodeCode Available | 0 |