| RISurConv: Rotation Invariant Surface Attention-Augmented Convolutions for 3D Point Cloud Classification and Segmentation | Aug 12, 2024 | 3D Point Cloud ClassificationPoint Cloud Classification | CodeCode Available | 1 |
| GPSFormer: A Global Perception and Local Structure Fitting-based Transformer for Point Cloud Understanding | Jul 18, 2024 | 3D Point Cloud ClassificationFew-Shot Learning | CodeCode Available | 1 |
| 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 |
| KPConvX: Modernizing Kernel Point Convolution with Kernel Attention | May 21, 2024 | 3D Point Cloud ClassificationSemantic Segmentation | CodeCode Available | 2 |
| 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 |
| FRACTAL: An Ultra-Large-Scale Aerial Lidar Dataset for 3D Semantic Segmentation of Diverse Landscapes | May 7, 2024 | 3D Point Cloud Classification3D Semantic Segmentation | CodeCode Available | 3 |
| Point-JEPA: A Joint Embedding Predictive Architecture for Self-Supervised Learning on Point Cloud | Apr 25, 2024 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space Model | Apr 23, 2024 | 3D Point Cloud ClassificationMamba | CodeCode Available | 2 |
| 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 |
