| ViPFormer: Efficient Vision-and-Pointcloud Transformer for Unsupervised Pointcloud Understanding | Mar 25, 2023 | 3D Shape ClassificationContrastive Learning | CodeCode Available | 1 |
| Fine-Grained 3D Shape Classification with Hierarchical Part-View Attentions | May 26, 2020 | 3D Shape ClassificationGeneral Classification | CodeCode Available | 1 |
| MVTN: Learning Multi-View Transformations for 3D Understanding | Dec 27, 2022 | 3D Classification3D Shape Classification | CodeCode Available | 1 |
| View-GCN: View-Based Graph Convolutional Network for 3D Shape Analysis | Jun 1, 2020 | 3D Shape Classification3D Shape Recognition | CodeCode Available | 1 |
| Deep Learning for 3D Point Clouds: A Survey | Dec 27, 2019 | 3D Object Detection3D Shape Classification | CodeCode Available | 1 |
| Learning Equivariant Representations | Dec 4, 2020 | 3D Shape ClassificationGeneral Classification | CodeCode Available | 1 |
| Interpretable3D: An Ad-Hoc Interpretable Classifier for 3D Point Clouds | Mar 24, 2024 | 3D Shape Classification | CodeCode Available | 1 |
| 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 |
| MVTN: Multi-View Transformation Network for 3D Shape Recognition | Nov 26, 2020 | 3D Classification3D Object Retrieval | CodeCode Available | 1 |
| Spatio-temporal Self-Supervised Representation Learning for 3D Point Clouds | Sep 1, 2021 | 3D Object Detection3D Point Cloud Classification | CodeCode Available | 1 |
| PolyNet: Polynomial Neural Network for 3D Shape Recognition with PolyShape Representation | Oct 15, 2021 | 3D Object Classification3D Point Cloud Classification | CodeCode Available | 1 |
| POINTVIEW-GCN: 3D SHAPE CLASSIFICATION WITH MULTI-VIEW POINT CLOUDS | Sep 22, 2021 | 3D Point Cloud Classification3D Shape Classification | CodeCode Available | 1 |
| DSPoint: Dual-scale Point Cloud Recognition with High-frequency Fusion | Nov 19, 2021 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Masked Discrimination for Self-Supervised Learning on Point Clouds | Mar 21, 2022 | 3D Shape ClassificationBinary Classification | CodeCode Available | 1 |
| diffConv: Analyzing Irregular Point Clouds with an Irregular View | Nov 29, 2021 | 3D Object Classification3D Point Cloud Classification | CodeCode Available | 1 |
| 3D Shape Retrieval via Irrelevance Filtering and Similarity Ranking (IF/SR) | Jan 30, 2017 | 3D Shape Classification3D Shape Retrieval | —Unverified | 0 |
| A Stable Multi-Scale Kernel for Topological Machine Learning | Dec 21, 2014 | 3D Shape ClassificationBIG-bench Machine Learning | —Unverified | 0 |
| 3D Deep Shape Descriptor | Jun 1, 2015 | 3D Shape Classification3D Shape Retrieval | —Unverified | 0 |
| A Sketch Based 3D Shape Retrieval Approach Based on Efficient Deep Point-to-Subspace Metric Learning | Mar 1, 2019 | 3D Shape Classification3D Shape Retrieval | —Unverified | 0 |
| APPT : Asymmetric Parallel Point Transformer for 3D Point Cloud Understanding | Mar 31, 2023 | 3D Part Segmentation3D Semantic Segmentation | —Unverified | 0 |
| 3D shape retrieval basing on representatives of classes | Oct 21, 2018 | 3D Shape Classification3D Shape Retrieval | —Unverified | 0 |
| Rethinking Loss Design for Large-scale 3D Shape Retrieval | Jun 3, 2019 | 3D Object Retrieval3D Shape Classification | —Unverified | 0 |
| Extending DeepSDF for automatic 3D shape retrieval and similarity transform estimation | Apr 20, 2020 | 3D Shape Classification3D Shape Retrieval | —Unverified | 0 |
| Deep Sketch-Shape Hashing With Segmented 3D Stochastic Viewing | Jun 1, 2019 | 3D Shape Classification3D Shape Representation | —Unverified | 0 |
| Deep Learning Representation using Autoencoder for 3D Shape Retrieval | Sep 25, 2014 | 3D Shape Classification3D Shape Recognition | —Unverified | 0 |
