| Revisiting Point Cloud Classification: A New Benchmark Dataset and Classification Model on Real-World Data | Aug 13, 2019 | 3D Object Classification3D Point Cloud Classification | CodeCode Available | 1 |
| KPConv: Flexible and Deformable Convolution for Point Clouds | Apr 18, 2019 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Learning to Sample | Dec 4, 2018 | 3D Point Cloud Classification3D Point Cloud Reconstruction | CodeCode Available | 1 |
| Dynamic Graph CNN for Learning on Point Clouds | Jan 24, 2018 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space | Jun 7, 2017 | 3D Part Segmentation | CodeCode Available | 1 |
| 3D ShapeNets: A Deep Representation for Volumetric Shapes | Jun 22, 2014 | 3D Point Cloud Classification3D Shape Representation | CodeCode Available | 1 |
| Asymmetric Dual Self-Distillation for 3D Self-Supervised Representation Learning | Jun 26, 2025 | 3D Point Cloud ClassificationRepresentation Learning | CodeCode Available | 0 |
| Rethinking Gradient-based Adversarial Attacks on Point Cloud Classification | May 28, 2025 | 3D Point Cloud ClassificationPoint Cloud Classification | —Unverified | 0 |
| DG-MVP: 3D Domain Generalization via Multiple Views of Point Clouds for Classification | Apr 16, 2025 | 3D Point Cloud ClassificationDomain Generalization | —Unverified | 0 |
| 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 |
| 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 |
| AdaCrossNet: Adaptive Dynamic Loss Weighting for Cross-Modal Contrastive Point Cloud Learning | Jan 2, 2025 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 0 |
| Rethinking Masked Representation Learning for 3D Point Cloud Understanding | Dec 26, 2024 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 0 |
| Beyond local patches: Preserving global–local interactions by enhancing self-attention via 3D point cloud tokenization | Nov 1, 2024 | 3D Classification3D Object Classification | —Unverified | 0 |
| Low-Density 3D Point Cloud Classification | Oct 30, 2024 | 3D Point Cloud ClassificationAutonomous Driving | —Unverified | 0 |
| 3D-JEPA: A Joint Embedding Predictive Architecture for 3D Self-Supervised Representation Learning | Sep 24, 2024 | 3D Part Segmentation3D Point Cloud Classification | —Unverified | 0 |
| 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 |
| Temporal Reversed Training for Spiking Neural Networks with Generalized Spatio-Temporal Representation | Aug 17, 2024 | 3D Point Cloud ClassificationAction Recognition | —Unverified | 0 |
| Transferable 3D Adversarial Shape Completion using Diffusion Models | Jul 14, 2024 | 3D Point Cloud ClassificationAdversarial Attack | CodeCode Available | 0 |
| Eidos: Efficient, Imperceptible Adversarial 3D Point Clouds | May 23, 2024 | 3D Point Cloud ClassificationAutonomous Driving | —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 |
| CloudFort: Enhancing Robustness of 3D Point Cloud Classification Against Backdoor Attacks via Spatial Partitioning and Ensemble Prediction | Apr 22, 2024 | 3D Point Cloud ClassificationAutonomous Vehicles | —Unverified | 0 |
| A Benchmark Grocery Dataset of Realworld Point Clouds From Single View | Feb 12, 2024 | 3D Point Cloud ClassificationContinual Learning | —Unverified | 0 |
| OmniVec2 - A Novel Transformer based Network for Large Scale Multimodal and Multitask Learning | Jan 1, 2024 | 3D Point Cloud ClassificationAction Classification | —Unverified | 0 |
| PointMoment:Mixed-Moment-based Self-Supervised Representation Learning for 3D Point Clouds | Dec 6, 2023 | 3D Point Cloud ClassificationContrastive Learning | —Unverified | 0 |
