| Deep Learning for 3D Point Clouds: A Survey | Dec 27, 2019 | 3D Object Detection3D Shape Classification | CodeCode Available | 1 | 5 |
| diffConv: Analyzing Irregular Point Clouds with an Irregular View | Nov 29, 2021 | 3D Object Classification3D Point Cloud Classification | CodeCode Available | 1 | 5 |
| ViPFormer: Efficient Vision-and-Pointcloud Transformer for Unsupervised Pointcloud Understanding | Mar 25, 2023 | 3D Shape ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| Learning Equivariant Representations | Dec 4, 2020 | 3D Shape ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| Interpretable3D: An Ad-Hoc Interpretable Classifier for 3D Point Clouds | Mar 24, 2024 | 3D Shape Classification | CodeCode Available | 1 | 5 |
| Masked Discrimination for Self-Supervised Learning on Point Clouds | Mar 21, 2022 | 3D Shape ClassificationBinary Classification | CodeCode Available | 1 | 5 |
| Fine-Grained 3D Shape Classification with Hierarchical Part-View Attentions | May 26, 2020 | 3D Shape ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| View-GCN: View-Based Graph Convolutional Network for 3D Shape Analysis | Jun 1, 2020 | 3D Shape Classification3D Shape Recognition | CodeCode Available | 1 | 5 |
| PointMCD: Boosting Deep Point Cloud Encoders via Multi-view Cross-modal Distillation for 3D Shape Recognition | Jul 7, 2022 | 3D Shape Classification3D Shape Recognition | CodeCode Available | 1 | 5 |
| MVTN: Learning Multi-View Transformations for 3D Understanding | Dec 27, 2022 | 3D Classification3D Shape Classification | CodeCode Available | 1 | 5 |
| POINTVIEW-GCN: 3D SHAPE CLASSIFICATION WITH MULTI-VIEW POINT CLOUDS | Sep 22, 2021 | 3D Point Cloud Classification3D Shape Classification | CodeCode Available | 1 | 5 |
| MVTN: Multi-View Transformation Network for 3D Shape Recognition | Nov 26, 2020 | 3D Classification3D Object Retrieval | CodeCode Available | 1 | 5 |
| PolyNet: Polynomial Neural Network for 3D Shape Recognition with PolyShape Representation | Oct 15, 2021 | 3D Object Classification3D Point Cloud Classification | CodeCode Available | 1 | 5 |
| Spatio-temporal Self-Supervised Representation Learning for 3D Point Clouds | Sep 1, 2021 | 3D Object Detection3D Point Cloud Classification | CodeCode Available | 1 | 5 |
| DSPoint: Dual-scale Point Cloud Recognition with High-frequency Fusion | Nov 19, 2021 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 | 5 |
| A Topological Nomenclature for 3D Shape Analysis in Connectomics | Sep 27, 2019 | 3D Shape Classification3D Shape Retrieval | CodeCode Available | 0 | 5 |
| PVNet: A Joint Convolutional Network of Point Cloud and Multi-View for 3D Shape Recognition | Aug 23, 2018 | 3D Object Recognition3D Shape Classification | CodeCode Available | 0 | 5 |
| MeshNet: Mesh Neural Network for 3D Shape Representation | Nov 28, 2018 | 3D Shape Classification3D Shape Representation | CodeCode Available | 0 | 5 |
| Rotation-Invariant Random Features Provide a Strong Baseline for Machine Learning on 3D Point Clouds | Jul 27, 2023 | 3D Shape ClassificationInductive Bias | CodeCode Available | 0 | 5 |
| LCPFormer: Towards Effective 3D Point Cloud Analysis via Local Context Propagation in Transformers | Oct 23, 2022 | 3D Object Detection3D Point Cloud Classification | CodeCode Available | 0 | 5 |
| Deep Learning for Hand Gesture Recognition on Skeletal Data | May 15, 2018 | 3D Shape Classification3D Shape Retrieval | CodeCode Available | 0 | 5 |
| Generating 3D Adversarial Point Clouds | Sep 19, 2018 | 3D Shape ClassificationAutonomous Driving | CodeCode Available | 0 | 5 |
| Learning Local Descriptors by Optimizing the Keypoint-Correspondence Criterion: Applications to Face Matching, Learning from Unlabeled Videos and 3D-Shape Retrieval | Mar 30, 2016 | 3D Shape Classification3D Shape Retrieval | CodeCode Available | 0 | 5 |
| Cross-Domain 3D Equivariant Image Embeddings | Dec 6, 2018 | 3D Shape ClassificationNovel View Synthesis | CodeCode Available | 0 | 5 |
| Convolutional Neural Networks on non-uniform geometrical signals using Euclidean spectral transformation | Jan 7, 2019 | 3D Shape Classification3D Shape Retrieval | CodeCode Available | 0 | 5 |
