| Point Cloud Augmentation with Weighted Local Transformations | Oct 11, 2021 | Data AugmentationPoint Cloud Classification | CodeCode Available | 1 |
| Self-supervised Point Cloud Representation Learning via Separating Mixed Shapes | Sep 1, 2021 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Geometry-Aware Self-Training for Unsupervised Domain Adaptationon Object Point Clouds | Aug 20, 2021 | Domain AdaptationPoint Cloud Classification | CodeCode Available | 1 |
| Surrogate Model-Based Explainability Methods for Point Cloud NNs | Jul 28, 2021 | Autonomous DrivingPoint Cloud Classification | CodeCode Available | 1 |
| Revisiting Point Cloud Shape Classification with a Simple and Effective Baseline | Jun 9, 2021 | 3D Point Cloud ClassificationPoint Cloud Classification | CodeCode Available | 1 |
| Image2Point: 3D Point-Cloud Understanding with 2D Image Pretrained Models | Jun 8, 2021 | 3D Point Cloud ClassificationPoint Cloud Classification | CodeCode Available | 1 |
| Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis | May 4, 2021 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Zero-Shot Learning on 3D Point Cloud Objects and Beyond | Apr 11, 2021 | 3D Point Cloud ClassificationClassification | CodeCode Available | 1 |
| PAConv: Position Adaptive Convolution with Dynamic Kernel Assembling on Point Clouds | Mar 26, 2021 | 3D Point Cloud ClassificationPoint Cloud Classification | CodeCode Available | 1 |
| Regularization Strategy for Point Cloud via Rigidly Mixed Sample | Feb 3, 2021 | 3D Object Classification3D Point Cloud Classification | CodeCode Available | 1 |
| PointCutMix: Regularization Strategy for Point Cloud Classification | Jan 5, 2021 | 3D Point Cloud ClassificationClassification | CodeCode Available | 1 |
| Revisiting Point Cloud Classification with a Simple and Effective Baseline | Jan 1, 2021 | 3D Point Cloud ClassificationClassification | CodeCode Available | 1 |
| Geometry-Aware Self-Training for Unsupervised Domain Adaptation on Object Point Clouds | Jan 1, 2021 | Domain AdaptationPoint Cloud Classification | CodeCode Available | 1 |
| Learning Geometry-Disentangled Representation for Complementary Understanding of 3D Object Point Cloud | Dec 20, 2020 | 3D Object Classification3D Part Segmentation | CodeCode Available | 1 |
| PCT: Point cloud transformer | Dec 17, 2020 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| RobustPointSet: A Dataset for Benchmarking Robustness of Point Cloud Classifiers | Nov 23, 2020 | 3D Point Cloud ClassificationBenchmarking | CodeCode Available | 1 |
| Unsupervised Point Cloud Pre-Training via Occlusion Completion | Oct 2, 2020 | 3D Point Cloud Linear ClassificationDecoder | CodeCode Available | 1 |
| PointMixup: Augmentation for Point Clouds | Aug 14, 2020 | 3D Point Cloud Classification3D Point Cloud Data Augmentation | CodeCode Available | 1 |
| Point Set Voting for Partial Point Cloud Analysis | Jul 9, 2020 | Point Cloud ClassificationPoint Cloud Completion | CodeCode Available | 1 |
| Parameter-Efficient Person Re-identification in the 3D Space | Jun 8, 2020 | 3D geometry3D Point Cloud Classification | CodeCode Available | 1 |
| Dense-Resolution Network for Point Cloud Classification and Segmentation | May 14, 2020 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| MOPS-Net: A Matrix Optimization-driven Network forTask-Oriented 3D Point Cloud Downsampling | May 1, 2020 | Deep LearningPoint Cloud Classification | CodeCode Available | 1 |
| Generative PointNet: Deep Energy-Based Learning on Unordered Point Sets for 3D Generation, Reconstruction and Classification | Apr 2, 2020 | 3D GenerationGeneral Classification | CodeCode Available | 1 |
| PointAugment: an Auto-Augmentation Framework for Point Cloud Classification | Feb 25, 2020 | 3D Point Cloud Data AugmentationClassification | CodeCode Available | 1 |
| PointHop++: A Lightweight Learning Model on Point Sets for 3D Classification | Feb 9, 2020 | 3D Classification3D Point Cloud Classification | CodeCode Available | 1 |
