| 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 |
| Self-Attention Between Datapoints: Going Beyond Individual Input-Output Pairs in Deep Learning | Jun 4, 2021 | 3D Part SegmentationDeep Learning | 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 |
| 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 |
| PIG-Net: Inception based Deep Learning Architecture for 3D Point Cloud Segmentation | Jan 28, 2021 | 3D Part SegmentationPoint Cloud Segmentation | —Unverified | 0 |
| 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 |
| ODFNet: Using orientation distribution functions to characterize 3D point clouds | Dec 8, 2020 | 3D Part SegmentationScene Segmentation | CodeCode Available | 0 |
| Point Transformer | Nov 2, 2020 | 3D Object Classification3D Part Segmentation | CodeCode Available | 1 |
| Convolution in the Cloud: Learning Deformable Kernels in 3D Graph Convolution Networks for Point Cloud Analysis | Jun 1, 2020 | 3D Classification3D Part Segmentation | CodeCode Available | 1 |
| Dense-Resolution Network for Point Cloud Classification and Segmentation | May 14, 2020 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Point-PlaneNet: Plane kernel based convolutional neural network for point clouds analysis | May 1, 2020 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 0 |
| Self-supervised Feature Learning by Cross-modality and Cross-view Correspondences | Apr 13, 2020 | 3D Part Segmentation3D Shape Classification | —Unverified | 0 |
| Learning to Segment 3D Point Clouds in 2D Image Space | Mar 12, 2020 | 3D Part Segmentationgraph construction | CodeCode Available | 1 |
| LE-HGR: A Lightweight and Efficient RGB-based Online Gesture Recognition Network for Embedded AR Devices | Jan 16, 2020 | 3D Part SegmentationGesture Recognition | —Unverified | 0 |
| Spherical Kernel for Efficient Graph Convolution on 3D Point Clouds | Sep 20, 2019 | 3D Instance Segmentation3D Object Classification | CodeCode Available | 0 |
| DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing | Sep 9, 2019 | 3D Part SegmentationInductive Learning | CodeCode Available | 0 |
| Interpolated Convolutional Networks for 3D Point Cloud Understanding | Aug 13, 2019 | 3D Part Segmentation3D Point Cloud Classification | —Unverified | 0 |
| Spherical Fractal Convolutional Neural Networks for Point Cloud Recognition | Jun 1, 2019 | 3D Object Classification3D Part Segmentation | —Unverified | 0 |
| Structural Relational Reasoning of Point Clouds | Jun 1, 2019 | 3D Part Segmentation3D Point Cloud Classification | —Unverified | 0 |
| KPConv: Flexible and Deformable Convolution for Point Clouds | Apr 18, 2019 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
