| Test-Time Adaptation in Point Clouds: Leveraging Sampling Variation with Weight Averaging | Nov 2, 2024 | 3D Point Cloud ClassificationPoint Cloud Classification | CodeCode Available | 1 | 5 |
| TetraSphere: A Neural Descriptor for O(3)-Invariant Point Cloud Analysis | Nov 26, 2022 | 3D Point Cloud ClassificationPoint Cloud Classification | CodeCode Available | 1 | 5 |
| Towards Compact 3D Representations via Point Feature Enhancement Masked Autoencoders | Dec 17, 2023 | 3D Point Cloud ClassificationFew-Shot 3D Point Cloud Classification | CodeCode Available | 1 | 5 |
| Transductive Zero-Shot Learning for 3D Point Cloud Classification | Dec 16, 2019 | 3D Point Cloud ClassificationClassification | CodeCode Available | 1 | 5 |
| Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis | May 4, 2021 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 | 5 |
| Zero-Shot Learning on 3D Point Cloud Objects and Beyond | Apr 11, 2021 | 3D Point Cloud ClassificationClassification | CodeCode Available | 1 | 5 |
| PatchAugment: Local Neighborhood Augmentation in Point Cloud Classification | Oct 19, 2021 | 3D Point Cloud ClassificationClassification | CodeCode Available | 0 | 5 |
| Asymmetric Dual Self-Distillation for 3D Self-Supervised Representation Learning | Jun 26, 2025 | 3D Point Cloud ClassificationRepresentation Learning | CodeCode Available | 0 | 5 |
| Semantic3D.net: A new Large-scale Point Cloud Classification Benchmark | Apr 12, 2017 | 3D Point Cloud ClassificationClassification | CodeCode Available | 0 | 5 |
| ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells Statistics | Aug 17, 2019 | 3D Point Cloud Classification3D Semantic Segmentation | CodeCode Available | 0 | 5 |
| Relation-Shape Convolutional Neural Network for Point Cloud Analysis | Apr 16, 2019 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 0 | 5 |
| Rethinking Masked Representation Learning for 3D Point Cloud Understanding | Dec 26, 2024 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 0 | 5 |
| PointCNN: Convolution On X-Transformed Points | Dec 1, 2018 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 0 | 5 |
| PointConv: Deep Convolutional Networks on 3D Point Clouds | Nov 17, 2018 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 0 | 5 |
| Point Convolutional Neural Networks by Extension Operators | Mar 27, 2018 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 0 | 5 |
| SimpleView++: Neighborhood Views for Point Cloud Classification | Sep 8, 2022 | 3D Classification3D Point Cloud Classification | CodeCode Available | 0 | 5 |
| Adversarial shape perturbations on 3D point clouds | Aug 16, 2019 | 3D Point Cloud ClassificationAutonomous Driving | CodeCode Available | 0 | 5 |
| PointGrid: A Deep Network for 3D Shape Understanding | Jun 1, 2018 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 0 | 5 |
| SO-Net: Self-Organizing Network for Point Cloud Analysis | Mar 12, 2018 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 0 | 5 |
| PointVector: A Vector Representation In Point Cloud Analysis | May 21, 2022 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 0 | 5 |
| Contrastive Embedding Distribution Refinement and Entropy-Aware Attention for 3D Point Cloud Classification | Jan 27, 2022 | 3D Point Cloud ClassificationContrastive Learning | CodeCode Available | 0 | 5 |
| A-CNN: Annularly Convolutional Neural Networks on Point Clouds | Apr 16, 2019 | 3D Point Cloud ClassificationSegmentation | CodeCode Available | 0 | 5 |
| CrossMoCo: Multi-modal Momentum Contrastive Learning for Point Cloud | Jun 8, 2023 | 3D Object Classification3D Point Cloud Classification | CodeCode Available | 0 | 5 |
| Point-LGMask: Local and Global Contexts Embedding for Point Cloud Pre-training with Multi-Ratio Masking | Jun 8, 2023 | 3D Object Detection3D Point Cloud Classification | CodeCode Available | 0 | 5 |
| Point-LN: A Lightweight Framework for Efficient Point Cloud Classification Using Non-Parametric Positional Encoding | Jan 24, 2025 | 3D Point Cloud ClassificationClassification | CodeCode Available | 0 | 5 |
| PointMask: Towards Interpretable and Bias-Resilient Point Cloud Processing | Jul 9, 2020 | 3D Point Cloud ClassificationRobust classification | CodeCode Available | 0 | 5 |
| SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters | Mar 30, 2018 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 0 | 5 |
| DualMLP: a two-stream fusion model for 3D point cloud classification | Oct 10, 2023 | 3D Point Cloud ClassificationPoint Cloud Classification | CodeCode Available | 0 | 5 |
| Dynamic Edge-Conditioned Filters in Convolutional Neural Networks on Graphs | Apr 10, 2017 | 3D Object Classification3D Point Cloud Classification | CodeCode Available | 0 | 5 |
| A Graph-CNN for 3D Point Cloud Classification | Nov 28, 2018 | 3D Object Classification3D Point Cloud Classification | CodeCode Available | 0 | 5 |
| Dynamic Local Geometry Capture in 3D PointCloud Classification | Oct 19, 2021 | 3D Classification3D Point Cloud Classification | CodeCode Available | 0 | 5 |
| Escape from Cells: Deep Kd-Networks for the Recognition of 3D Point Cloud Models | Apr 4, 2017 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 0 | 5 |
| General-Purpose Deep Point Cloud Feature Extractor | Mar 12, 2018 | 3D Object Classification3D Point Cloud Classification | CodeCode Available | 0 | 5 |
| Generative and Discriminative Voxel Modeling with Convolutional Neural Networks | Aug 15, 2016 | 3D Point Cloud ClassificationClassification | CodeCode Available | 0 | 5 |
| Geometric Back-projection Network for Point Cloud Classification | Nov 28, 2019 | 3D Point Cloud ClassificationClassification | CodeCode Available | 0 | 5 |
| Geometry Sharing Network for 3D Point Cloud Classification and Segmentation | Dec 23, 2019 | 3D Point Cloud ClassificationClassification | CodeCode Available | 0 | 5 |
| 3D Point Cloud Classification and Segmentation using 3D Modified Fisher Vector Representation for Convolutional Neural Networks | Nov 22, 2017 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 0 | 5 |
| Adaptive Graph Convolution for Point Cloud Analysis | Aug 18, 2021 | 3D Point Cloud ClassificationPoint Cloud Classification | CodeCode Available | 0 | 5 |
| Improved Training for 3D Point Cloud Classification | Jan 1, 2023 | 3D Object Classification3D Point Cloud Classification | CodeCode Available | 0 | 5 |
| Point-PlaneNet: Plane kernel based convolutional neural network for point clouds analysis | May 1, 2020 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 0 | 5 |
| Introducing the Short-Time Fourier Kolmogorov Arnold Network: A Dynamic Graph CNN Approach for Tree Species Classification in 3D Point Clouds | Mar 31, 2025 | 3D Point Cloud ClassificationPoint Cloud Classification | CodeCode Available | 0 | 5 |
| Volumetric and Multi-View CNNs for Object Classification on 3D Data | Apr 12, 2016 | 3D Object Recognition3D Point Cloud Classification | 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 |
| Rotation Transformation Network: Learning View-Invariant Point Cloud for Classification and Segmentation | Jul 7, 2021 | 3D Point Cloud ClassificationPoint Cloud Classification | CodeCode Available | 0 | 5 |
| Local Spectral Graph Convolution for Point Set Feature Learning | Mar 15, 2018 | 3D Point Cloud ClassificationClustering | CodeCode Available | 0 | 5 |
| AdaCrossNet: Adaptive Dynamic Loss Weighting for Cross-Modal Contrastive Point Cloud Learning | Jan 2, 2025 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 0 | 5 |
| Transferable 3D Adversarial Shape Completion using Diffusion Models | Jul 14, 2024 | 3D Point Cloud ClassificationAdversarial Attack | CodeCode Available | 0 | 5 |
| SA-MLP: A Low-Power Multiplication-Free Deep Network for 3D Point Cloud Classification in Resource-Constrained Environments | Sep 3, 2024 | 3D Point Cloud ClassificationAutonomous Vehicles | CodeCode Available | 0 | 5 |
| On Automatic Data Augmentation for 3D Point Cloud Classification | Dec 11, 2021 | 3D Object Classification3D Object Recognition | CodeCode Available | 0 | 5 |
| PointWeb: Enhancing Local Neighborhood Features for Point Cloud Processing | Jun 1, 2019 | 3D Point Cloud ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
