| MVTN: Multi-View Transformation Network for 3D Shape Recognition | Nov 26, 2020 | 3D Classification3D Object Retrieval | CodeCode Available | 1 |
| On Adversarial Robustness of 3D Point Cloud Classification under Adaptive Attacks | Nov 24, 2020 | 3D Point Cloud ClassificationAdversarial Robustness | —Unverified | 0 |
| RobustPointSet: A Dataset for Benchmarking Robustness of Point Cloud Classifiers | Nov 23, 2020 | 3D Point Cloud ClassificationBenchmarking | CodeCode Available | 1 |
| Point Transformer | Nov 2, 2020 | 3D Object Classification3D Part Segmentation | CodeCode Available | 1 |
| Empowering Knowledge Distillation via Open Set Recognition for Robust 3D Point Cloud Classification | Oct 25, 2020 | 3D Point Cloud ClassificationGeneral Classification | —Unverified | 0 |
| PointManifold: Using Manifold Learning for Point Cloud Classification | Oct 14, 2020 | 3D Point Cloud ClassificationClassification | —Unverified | 0 |
| On The Adversarial Robustness of 3D Point Cloud Classification | Sep 28, 2020 | 3D Point Cloud ClassificationAdversarial Robustness | —Unverified | 0 |
| PointMixup: Augmentation for Point Clouds | Aug 14, 2020 | 3D Point Cloud Classification3D Point Cloud Data Augmentation | CodeCode Available | 1 |
| PointMask: Towards Interpretable and Bias-Resilient Point Cloud Processing | Jul 9, 2020 | 3D Point Cloud ClassificationRobust classification | CodeCode Available | 0 |
| 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 |
| Point-PlaneNet: Plane kernel based convolutional neural network for point clouds analysis | May 1, 2020 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 0 |
| PointASNL: Robust Point Clouds Processing using Nonlocal Neural Networks with Adaptive Sampling | Mar 1, 2020 | 3D Point Cloud ClassificationSemantic Segmentation | 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 |
| Efficient and Stable Graph Scattering Transforms via Pruning | Jan 27, 2020 | 3D Point Cloud ClassificationGraph Learning | —Unverified | 0 |
| Geometry Sharing Network for 3D Point Cloud Classification and Segmentation | Dec 23, 2019 | 3D Point Cloud ClassificationClassification | CodeCode Available | 0 |
| Transductive Zero-Shot Learning for 3D Point Cloud Classification | Dec 16, 2019 | 3D Point Cloud ClassificationClassification | CodeCode Available | 1 |
| SampleNet: Differentiable Point Cloud Sampling | Dec 8, 2019 | 3D Point Cloud Classification3D Point Cloud Reconstruction | CodeCode Available | 1 |
| Geometric Back-projection Network for Point Cloud Classification | Nov 28, 2019 | 3D Point Cloud ClassificationClassification | CodeCode Available | 0 |
| DeepGCNs: Making GCNs Go as Deep as CNNs | Oct 15, 2019 | 3D Point Cloud Classification3D Semantic Segmentation | CodeCode Available | 2 |
| Density-Aware Convolutional Networks with Context Encoding for Airborne LiDAR Point Cloud Classification | Oct 14, 2019 | 3D Point Cloud ClassificationGeneral Classification | —Unverified | 0 |
| ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells Statistics | Aug 17, 2019 | 3D Point Cloud Classification3D Semantic Segmentation | CodeCode Available | 0 |
| Adversarial shape perturbations on 3D point clouds | Aug 16, 2019 | 3D Point Cloud ClassificationAutonomous Driving | CodeCode Available | 0 |
| Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data | Aug 13, 2019 | 3D Object Classification3D Point Cloud Classification | CodeCode Available | 1 |
| Interpolated Convolutional Networks for 3D Point Cloud Understanding | Aug 13, 2019 | 3D Part Segmentation3D Point Cloud Classification | —Unverified | 0 |
| Structural Relational Reasoning of Point Clouds | Jun 1, 2019 | 3D Part Segmentation3D Point Cloud Classification | —Unverified | 0 |
| PointWeb: Enhancing Local Neighborhood Features for Point Cloud Processing | Jun 1, 2019 | 3D Point Cloud ClassificationGeneral Classification | CodeCode Available | 0 |
| KPConv: Flexible and Deformable Convolution for Point Clouds | Apr 18, 2019 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Relation-Shape Convolutional Neural Network for Point Cloud Analysis | Apr 16, 2019 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 0 |
| A-CNN: Annularly Convolutional Neural Networks on Point Clouds | Apr 16, 2019 | 3D Point Cloud ClassificationSegmentation | CodeCode Available | 0 |
| Learning to Sample | Dec 4, 2018 | 3D Point Cloud Classification3D Point Cloud Reconstruction | CodeCode Available | 1 |
| PointCNN: Convolution On X-Transformed Points | Dec 1, 2018 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 0 |
| A Graph-CNN for 3D Point Cloud Classification | Nov 28, 2018 | 3D Object Classification3D Point Cloud Classification | CodeCode Available | 0 |
| PointConv: Deep Convolutional Networks on 3D Point Clouds | Nov 17, 2018 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 0 |
| Point2Sequence: Learning the Shape Representation of 3D Point Clouds with an Attention-based Sequence to Sequence Network | Nov 6, 2018 | 3D Part Segmentation3D Point Cloud Classification | —Unverified | 0 |
| PointGrid: A Deep Network for 3D Shape Understanding | Jun 1, 2018 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 0 |
| SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters | Mar 30, 2018 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 0 |
| Point Convolutional Neural Networks by Extension Operators | Mar 27, 2018 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 0 |
| Local Spectral Graph Convolution for Point Set Feature Learning | Mar 15, 2018 | 3D Point Cloud ClassificationClustering | CodeCode Available | 0 |
| General-Purpose Deep Point Cloud Feature Extractor | Mar 12, 2018 | 3D Object Classification3D Point Cloud Classification | CodeCode Available | 0 |
| SO-Net: Self-Organizing Network for Point Cloud Analysis | Mar 12, 2018 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 0 |
| Dynamic Graph CNN for Learning on Point Clouds | Jan 24, 2018 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| PointCNN: Convolution On X-Transformed Points | Jan 23, 2018 | 3D Instance Segmentation3D Part Segmentation | CodeCode Available | 3 |
| 3D Point Cloud Classification and Segmentation using 3D Modified Fisher Vector Representation for Convolutional Neural Networks | Nov 22, 2017 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 0 |
| PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space | Jun 7, 2017 | 3D Part Segmentation | CodeCode Available | 1 |
| Semantic3D.net: A new Large-scale Point Cloud Classification Benchmark | Apr 12, 2017 | 3D Point Cloud ClassificationClassification | CodeCode Available | 0 |
| Dynamic Edge-Conditioned Filters in Convolutional Neural Networks on Graphs | Apr 10, 2017 | 3D Object Classification3D Point Cloud Classification | CodeCode Available | 0 |
| Escape from Cells: Deep Kd-Networks for the Recognition of 3D Point Cloud Models | Apr 4, 2017 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 0 |
| Generative and Discriminative Voxel Modeling with Convolutional Neural Networks | Aug 15, 2016 | 3D Point Cloud ClassificationClassification | CodeCode Available | 0 |
| Volumetric and Multi-View CNNs for Object Classification on 3D Data | Apr 12, 2016 | 3D Object Recognition3D Point Cloud Classification | CodeCode Available | 0 |
