| PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies | Jun 9, 2022 | 3D Classification3D Part Segmentation | CodeCode Available | 3 |
| AXIAL: Attention-based eXplainability for Interpretable Alzheimer's Localized Diagnosis using 2D CNNs on 3D MRI brain scans | Jul 2, 2024 | 3D ClassificationAlzheimer's Disease Detection | CodeCode Available | 2 |
| OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding | May 18, 2023 | 3D Classification3D Shape Representation | CodeCode Available | 2 |
| ULIP-2: Towards Scalable Multimodal Pre-training for 3D Understanding | May 14, 2023 | 3D Classification3D Point Cloud Classification | CodeCode Available | 2 |
| ULIP: Learning a Unified Representation of Language, Images, and Point Clouds for 3D Understanding | Dec 10, 2022 | 3D Architecture3D Classification | CodeCode Available | 2 |
| PointCLIP V2: Prompting CLIP and GPT for Powerful 3D Open-world Learning | Nov 21, 2022 | 3D Classification3D Object Detection | CodeCode Available | 2 |
| ViT-Lens: Initiating Omni-Modal Exploration through 3D Insights | Aug 20, 2023 | 3D ClassificationQuestion Answering | CodeCode Available | 1 |
| Task-Oriented Feature Distillation | Dec 1, 2020 | 3D ClassificationGeneral Classification | CodeCode Available | 1 |
| Voint Cloud: Multi-View Point Cloud Representation for 3D Understanding | Nov 30, 2021 | 3D Classification3D Part Segmentation | CodeCode Available | 1 |
| Peritumoral Expansion Radiomics for Improved Lung Cancer Classification | Nov 24, 2024 | 3D ClassificationCancer Classification | 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 |
| Subdivision-Based Mesh Convolution Networks | Jun 4, 2021 | 3D ClassificationPose Estimation | CodeCode Available | 1 |
| MVTN: Learning Multi-View Transformations for 3D Understanding | Dec 27, 2022 | 3D Classification3D Shape Classification | CodeCode Available | 1 |
| MVTN: Multi-View Transformation Network for 3D Shape Recognition | Nov 26, 2020 | 3D Classification3D Object Retrieval | CodeCode Available | 1 |
| Learning SO(3) Equivariant Representations with Spherical CNNs | Nov 17, 2017 | 3D ClassificationData Augmentation | CodeCode Available | 1 |
| MeshWalker: Deep Mesh Understanding by Random Walks | Jun 9, 2020 | 3D Classification3D Object Recognition | CodeCode Available | 1 |
| Deep manifold learning reveals hidden dynamics of proteasome autoregulation | Dec 23, 2020 | 3D ClassificationClustering | CodeCode Available | 1 |
| M3T: Three-Dimensional Medical Image Classifier Using Multi-Plane and Multi-Slice Transformer | Jan 1, 2022 | 3D ClassificationClassification | CodeCode Available | 1 |
| APP-Net: Auxiliary-point-based Push and Pull Operations for Efficient Point Cloud Classification | May 2, 2022 | 3D Classification3D Point Cloud Classification | CodeCode Available | 1 |
| Convolution in the Cloud: Learning Deformable Kernels in 3D Graph Convolution Networks for Point Cloud Analysis | Jun 1, 2020 | 3D Classification3D Part Segmentation | CodeCode Available | 1 |
| Learning Inner-Group Relations on Point Clouds | Aug 27, 2021 | 3D Classification3D Point Cloud Classification | CodeCode Available | 1 |
| Multimodal Semi-Supervised Learning for 3D Objects | Oct 22, 2021 | 3D ClassificationRetrieval | CodeCode Available | 1 |
| PointHop++: A Lightweight Learning Model on Point Sets for 3D Classification | Feb 9, 2020 | 3D Classification3D Point Cloud Classification | CodeCode Available | 1 |
| PointNet with KAN versus PointNet with MLP for 3D Classification and Segmentation of Point Sets | Oct 14, 2024 | 3D Classification3D Object Classification | CodeCode Available | 1 |
| Weakly Supervised 3D Classification of Chest CT using Aggregated Multi-Resolution Deep Segmentation Features | Oct 31, 2020 | 3D ClassificationBinary Classification | CodeCode Available | 1 |
