| PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies | Jun 9, 2022 | 3D Classification3D Part Segmentation | CodeCode Available | 3 |
| Attention Is All You Need | Jun 12, 2017 | Abstractive Text SummarizationAll | CodeCode Available | 3 |
| Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space Model | Apr 23, 2024 | 3D Point Cloud ClassificationMamba | CodeCode Available | 2 |
| Point Cloud Mamba: Point Cloud Learning via State Space Model | Mar 1, 2024 | MambaState Space Models | CodeCode Available | 2 |
| Parameter is Not All You Need: Starting from Non-Parametric Networks for 3D Point Cloud Analysis | Mar 14, 2023 | 3D Point Cloud ClassificationAll | CodeCode Available | 2 |
| Surface Representation for Point Clouds | May 11, 2022 | 3D Object Detection3D Point Cloud Classification | CodeCode Available | 2 |
| Rethinking Network Design and Local Geometry in Point Cloud: A Simple Residual MLP Framework | Feb 15, 2022 | 3D Point Cloud ClassificationPoint Cloud Segmentation | CodeCode Available | 2 |
| Decoupled Local Aggregation for Point Cloud Learning | Aug 31, 2023 | 3D Point Cloud ClassificationSemantic Segmentation | CodeCode Available | 1 |
| Self-positioning Point-based Transformer for Point Cloud Understanding | Mar 29, 2023 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Point Cloud Classification Using Content-based Transformer via Clustering in Feature Space | Mar 8, 2023 | 3D Point Cloud ClassificationClassification | CodeCode Available | 1 |
| Dynamic Graph CNN for Learning on Point Clouds | Jan 24, 2018 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space | Jun 7, 2017 | 3D Part Segmentation | CodeCode Available | 1 |
| PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation | Dec 2, 2016 | 3D Face Reconstruction3D Semantic Segmentation | CodeCode Available | 1 |
