| Self-supervised Point Cloud Representation Learning via Separating Mixed Shapes | Sep 1, 2021 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Learning Inner-Group Relations on Point Clouds | Aug 27, 2021 | 3D Classification3D Point Cloud Classification | CodeCode Available | 1 |
| Dual-Neighborhood Deep Fusion Network for Point Cloud Analysis | Aug 20, 2021 | 3D Point Cloud ClassificationClassification | —Unverified | 0 |
| Adaptive Graph Convolution for Point Cloud Analysis | Aug 18, 2021 | 3D Point Cloud ClassificationPoint Cloud Classification | CodeCode Available | 0 |
| PVT: Point-Voxel Transformer for Point Cloud Learning | Aug 13, 2021 | 3D Object Detection3D Part Segmentation | CodeCode Available | 1 |
| Point Discriminative Learning for Data-efficient 3D Point Cloud Analysis | Aug 4, 2021 | 3D Object Classification3D Part Segmentation | —Unverified | 0 |
| MKConv: Multidimensional Feature Representation for Point Cloud Analysis | Jul 27, 2021 | 3D Part Segmentation3D Point Cloud Classification | —Unverified | 0 |
| Rotation Transformation Network: Learning View-Invariant Point Cloud for Classification and Segmentation | Jul 7, 2021 | 3D Point Cloud ClassificationPoint Cloud Classification | CodeCode Available | 0 |
| Training or Architecture? How to Incorporate Invariance in Neural Networks | Jun 18, 2021 | 3D Point Cloud ClassificationComputational Efficiency | —Unverified | 0 |
| 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 |
| Dual Transformer for Point Cloud Analysis | Apr 27, 2021 | 3D Point Cloud ClassificationPoint Cloud Classification | —Unverified | 0 |
| Zero-Shot Learning on 3D Point Cloud Objects and Beyond | Apr 11, 2021 | 3D Point Cloud ClassificationClassification | CodeCode Available | 1 |
| Exploiting Local Geometry for Feature and Graph Construction for Better 3D Point Cloud Processing with Graph Neural Networks | Mar 28, 2021 | 3D Classification3D Instance Segmentation | —Unverified | 0 |
| PAConv: Position Adaptive Convolution with Dynamic Kernel Assembling on Point Clouds | Mar 26, 2021 | 3D Point Cloud ClassificationPoint Cloud Classification | CodeCode Available | 1 |
| PointGuard: Provably Robust 3D Point Cloud Classification | Mar 4, 2021 | 3D Point Cloud ClassificationAutonomous Driving | —Unverified | 0 |
| Perceiver: General Perception with Iterative Attention | Mar 4, 2021 | 3D Point Cloud ClassificationAudio 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 |
| 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 |
| FG-Net: Fast Large-Scale LiDAR Point Clouds Understanding Network Leveraging Correlated Feature Mining and Geometric-Aware Modelling | Dec 17, 2020 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Point Transformer | Dec 16, 2020 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
