| Self-positioning Point-based Transformer for Point Cloud Understanding | Mar 29, 2023 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| AGCN: Adversarial Graph Convolutional Network for 3D Point Cloud Segmentation | Nov 25, 2021 | 3D Part SegmentationPoint Cloud Segmentation | CodeCode Available | 1 |
| ASSANet: An Anisotropic Separable Set Abstraction for Efficient Point Cloud Representation Learning | Oct 20, 2021 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Diffusion Unit: Interpretable Edge Enhancement and Suppression Learning for 3D Point Cloud Segmentation | Sep 20, 2022 | 3D Part SegmentationPoint Cloud Segmentation | CodeCode Available | 1 |
| KPConv: Flexible and Deformable Convolution for Point Clouds | Apr 18, 2019 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Self-Attention Between Datapoints: Going Beyond Individual Input-Output Pairs in Deep Learning | Jun 4, 2021 | 3D Part SegmentationDeep Learning | 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 |
| Learning to Segment 3D Point Clouds in 2D Image Space | Mar 12, 2020 | 3D Part Segmentationgraph construction | CodeCode Available | 1 |
| 3D Medical Point Transformer: Introducing Convolution to Attention Networks for Medical Point Cloud Analysis | Dec 9, 2021 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| MM-Point: Multi-View Information-Enhanced Multi-Modal Self-Supervised 3D Point Cloud Understanding | Feb 15, 2024 | 3D Part Segmentation3D Semantic Segmentation | CodeCode Available | 1 |
| Attention-based Point Cloud Edge Sampling | Feb 28, 2023 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| AutoGPart: Intermediate Supervision Search for Generalizable 3D Part Segmentation | Mar 13, 2022 | 3D Part SegmentationDomain Generalization | CodeCode Available | 1 |
| SageMix: Saliency-Guided Mixup for Point Clouds | Oct 13, 2022 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| P2P: Tuning Pre-trained Image Models for Point Cloud Analysis with Point-to-Pixel Prompting | Aug 4, 2022 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| PARIS3D: Reasoning-based 3D Part Segmentation Using Large Multimodal Model | Apr 4, 2024 | 3D Part SegmentationBenchmarking | CodeCode Available | 1 |
| Beyond First Impressions: Integrating Joint Multi-modal Cues for Comprehensive 3D Representation | Aug 6, 2023 | 3D Classification3D Part Segmentation | CodeCode Available | 1 |
| 3D Part Segmentation via Geometric Aggregation of 2D Visual Features | Dec 5, 2024 | 3D geometry3D Part Segmentation | CodeCode Available | 1 |
| PartDistill: 3D Shape Part Segmentation by Vision-Language Model Distillation | Dec 7, 2023 | 3D Part SegmentationLanguage Modeling | CodeCode Available | 1 |
| PartSLIP++: Enhancing Low-Shot 3D Part Segmentation via Multi-View Instance Segmentation and Maximum Likelihood Estimation | Dec 5, 2023 | 3D Instance Segmentation3D Part Segmentation | CodeCode Available | 1 |
| PartSLIP: Low-Shot Part Segmentation for 3D Point Clouds via Pretrained Image-Language Models | Dec 3, 2022 | 3D Part SegmentationLanguage Modeling | CodeCode Available | 1 |
| PCT: Point cloud transformer | Dec 17, 2020 | 3D Part Segmentation3D Point 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 |
| Voint Cloud: Multi-View Point Cloud Representation for 3D Understanding | Nov 30, 2021 | 3D Classification3D Part Segmentation | CodeCode Available | 1 |
| Point2Vec for Self-Supervised Representation Learning on Point Clouds | Mar 29, 2023 | 3D Part Segmentation3D Point 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 |
