| PolyNet: Polynomial Neural Network for 3D Shape Recognition with PolyShape Representation | Oct 15, 2021 | 3D Object Classification3D Point Cloud 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 |
| diffConv: Analyzing Irregular Point Clouds with an Irregular View | Nov 29, 2021 | 3D Object Classification3D Point Cloud 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 |
| Interpretable3D: An Ad-Hoc Interpretable Classifier for 3D Point Clouds | Mar 24, 2024 | 3D Shape Classification | CodeCode Available | 1 |
| Deep Learning for 3D Point Clouds: A Survey | Dec 27, 2019 | 3D Object Detection3D Shape 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 |
| 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 |
| ViPFormer: Efficient Vision-and-Pointcloud Transformer for Unsupervised Pointcloud Understanding | Mar 25, 2023 | 3D Shape ClassificationContrastive Learning | 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 |
| Learning Equivariant Representations | Dec 4, 2020 | 3D Shape ClassificationGeneral Classification | CodeCode Available | 1 |
| Fine-Grained 3D Shape Classification with Hierarchical Part-View Attentions | May 26, 2020 | 3D Shape ClassificationGeneral Classification | CodeCode Available | 1 |
| Masked Discrimination for Self-Supervised Learning on Point Clouds | Mar 21, 2022 | 3D Shape ClassificationBinary Classification | CodeCode Available | 1 |
| Deep Cross-modality Adaptation via Semantics Preserving Adversarial Learning for Sketch-based 3D Shape Retrieval | Jul 4, 2018 | 3D Shape Classification3D Shape Retrieval | —Unverified | 0 |
| Deep Learning Representation using Autoencoder for 3D Shape Retrieval | Sep 25, 2014 | 3D Shape Classification3D Shape Recognition | —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 |
| Design, Analysis and Application of A Volumetric Convolutional Neural Network | Feb 1, 2017 | 3D Shape ClassificationClassification | —Unverified | 0 |
| Enhancing 2D Representation via Adjacent Views for 3D Shape Retrieval | Oct 1, 2019 | 3D Shape Classification3D Shape Retrieval | —Unverified | 0 |
| Ensemble Diffusion for Retrieval | Oct 1, 2017 | 3D Shape Classification3D Shape Retrieval | —Unverified | 0 |
| Ensemble Quadratic Assignment Network for Graph Matching | Mar 11, 2024 | 3D Shape ClassificationGPU | —Unverified | 0 |
| Facial Surface Analysis using Iso-Geodesic Curves in Three Dimensional Face Recognition System | Aug 31, 2016 | 3D Shape Classification3D Shape Retrieval | —Unverified | 0 |
| Frequency-domain Learning for Volumetric-based 3D Data Perception | Feb 16, 2023 | 3D Shape ClassificationSemantic Segmentation | —Unverified | 0 |
| GIFT: A Real-time and Scalable 3D Shape Search Engine | Apr 7, 2016 | 3D Shape Classification3D Shape Retrieval | —Unverified | 0 |
| GVCNN: Group-View Convolutional Neural Networks for 3D Shape Recognition | Jun 1, 2018 | 3D Shape Classification3D Shape Recognition | —Unverified | 0 |
| HRGE-Net: Hierarchical Relational Graph Embedding Network for Multi-view 3D Shape Recognition | Aug 27, 2019 | 3D Shape Classification3D Shape Recognition | —Unverified | 0 |
| Invariant Training 2D-3D Joint Hard Samples for Few-Shot Point Cloud Recognition | Aug 18, 2023 | 3D Shape ClassificationRetrieval | —Unverified | 0 |
| Joint Supervised and Self-Supervised Learning for 3D Real-World Challenges | Apr 15, 2020 | 3D Shape ClassificationGeneral Classification | —Unverified | 0 |
| Learning a Disentangled Embedding for Monocular 3D Shape Retrieval and Pose Estimation | Dec 24, 2018 | 3D Object Retrieval3D Shape Classification | —Unverified | 0 |
| Learning Attentive and Hierarchical Representations for 3D Shape Recognition | Aug 1, 2020 | 3D Shape Classification3D Shape Recognition | —Unverified | 0 |
| Learning Barycentric Representations of 3D Shapes for Sketch-Based 3D Shape Retrieval | Jul 1, 2017 | 3D Shape Classification3D Shape Retrieval | —Unverified | 0 |
| Multi-View Representation is What You Need for Point-Cloud Pre-Training | Jun 5, 2023 | 3D geometry3D Object Detection | —Unverified | 0 |
| VN-Transformer: Rotation-Equivariant Attention for Vector Neurons | Jun 8, 2022 | 3D Shape ClassificationMotion Forecasting | —Unverified | 0 |
| 3D-A-Nets: 3D Deep Dense Descriptor for Volumetric Shapes with Adversarial Networks | Nov 28, 2017 | 3D Shape ClassificationClustering | —Unverified | 0 |
| 3D Deep Shape Descriptor | Jun 1, 2015 | 3D Shape Classification3D Shape Retrieval | —Unverified | 0 |
| 3D Pick & Mix: Object Part Blending in Joint Shape and Image Manifolds | Nov 2, 2018 | 3D Shape Classification3D Shape Retrieval | —Unverified | 0 |
| 3D Shape Classification Using Collaborative Representation based Projections | Nov 13, 2017 | 3D Shape ClassificationClassification | —Unverified | 0 |
| 3D shape retrieval basing on representatives of classes | Oct 21, 2018 | 3D Shape Classification3D Shape Retrieval | —Unverified | 0 |
| 3D Shape Retrieval via Irrelevance Filtering and Similarity Ranking (IF/SR) | Jan 30, 2017 | 3D Shape Classification3D Shape Retrieval | —Unverified | 0 |
| A comprehensive overview of deep learning techniques for 3D point cloud classification and semantic segmentation | May 20, 2024 | 3D Point Cloud Classification3D Shape Classification | —Unverified | 0 |
| Adaptive Wavelet Transformer Network for 3D Shape Representation Learning | Sep 29, 2021 | 3D Shape Classification3D Shape Representation | —Unverified | 0 |
| A Deeper Look at 3D Shape Classifiers | Sep 7, 2018 | 3D Shape ClassificationComputational Efficiency | —Unverified | 0 |
| Angular Triplet-Center Loss for Multi-view 3D Shape Retrieval | Nov 21, 2018 | 3D Object Retrieval3D Shape Classification | —Unverified | 0 |
| APPT : Asymmetric Parallel Point Transformer for 3D Point Cloud Understanding | Mar 31, 2023 | 3D Part Segmentation3D Semantic Segmentation | —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 |
| A Stable Multi-Scale Kernel for Topological Machine Learning | Dec 21, 2014 | 3D Shape ClassificationBIG-bench Machine Learning | —Unverified | 0 |
| Contrastive Learning of 3D Shape Descriptor with Dynamic Adversarial Views | Sep 29, 2021 | 3D Shape Classification3D Shape Recognition | —Unverified | 0 |
| Persistence-based Structural Recognition | Jun 1, 2014 | 3D Shape Classification3D Shape Retrieval | —Unverified | 0 |