| Test-Time Adaptation in Point Clouds: Leveraging Sampling Variation with Weight Averaging | Nov 2, 2024 | 3D Point Cloud ClassificationPoint Cloud Classification | CodeCode Available | 1 |
| TetraSphere: A Neural Descriptor for O(3)-Invariant Point Cloud Analysis | Nov 26, 2022 | 3D Point Cloud ClassificationPoint Cloud Classification | CodeCode Available | 1 |
| 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 |
| Transductive Zero-Shot Learning for 3D Point Cloud Classification | Dec 16, 2019 | 3D Point Cloud ClassificationClassification | CodeCode Available | 1 |
| Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis | May 4, 2021 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Zero-Shot Learning on 3D Point Cloud Objects and Beyond | Apr 11, 2021 | 3D Point Cloud ClassificationClassification | CodeCode Available | 1 |
| Point Discriminative Learning for Data-efficient 3D Point Cloud Analysis | Aug 4, 2021 | 3D Object Classification3D Part Segmentation | —Unverified | 0 |
| Connecting Multi-modal Contrastive Representations | May 22, 2023 | 3D Point Cloud Classificationcounterfactual | —Unverified | 0 |
| Deep Learning-based 3D Point Cloud Classification: A Systematic Survey and Outlook | Nov 5, 2023 | 3D Point Cloud ClassificationAutonomous Driving | —Unverified | 0 |
| PointMoment:Mixed-Moment-based Self-Supervised Representation Learning for 3D Point Clouds | Dec 6, 2023 | 3D Point Cloud ClassificationContrastive Learning | —Unverified | 0 |
| GTNet: Graph Transformer Network for 3D Point Cloud Classification and Semantic Segmentation | May 24, 2023 | 3D Point Cloud ClassificationPoint Cloud Classification | —Unverified | 0 |
| Training or Architecture? How to Incorporate Invariance in Neural Networks | Jun 18, 2021 | 3D Point Cloud ClassificationComputational Efficiency | —Unverified | 0 |
| Text2Model: Text-based Model Induction for Zero-shot Image Classification | Oct 27, 2022 | 3D Point Cloud ClassificationAction Recognition | —Unverified | 0 |
| Imperceptible Transfer Attack and Defense on 3D Point Cloud Classification | Nov 22, 2021 | 3D Point Cloud ClassificationClassification | —Unverified | 0 |
| Adversarial Attacks and Defenses on 3D Point Cloud Classification: A Survey | Jul 1, 2023 | 3D Point Cloud ClassificationAdversarial Attack | —Unverified | 0 |
| Density-Aware Convolutional Networks with Context Encoding for Airborne LiDAR Point Cloud Classification | Oct 14, 2019 | 3D Point Cloud ClassificationGeneral 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 |
| Interpolated Convolutional Networks for 3D Point Cloud Understanding | Aug 13, 2019 | 3D Part Segmentation3D Point Cloud Classification | —Unverified | 0 |
| Interpreting Hidden Semantics in the Intermediate Layers of 3D Point Cloud Classification Neural Network | Mar 12, 2023 | 3D Point Cloud ClassificationAdversarial Attack | —Unverified | 0 |
| A Benchmark Grocery Dataset of Realworld Point Clouds From Single View | Feb 12, 2024 | 3D Point Cloud ClassificationContinual Learning | —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 |
| CLR-GAM: Contrastive Point Cloud Learning with Guided Augmentation and Feature Mapping | Feb 28, 2023 | 3D Point Cloud ClassificationContrastive Learning | —Unverified | 0 |
| PointGuard: Provably Robust 3D Point Cloud Classification | Mar 4, 2021 | 3D Point Cloud ClassificationAutonomous Driving | —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 |
| Temporal Reversed Training for Spiking Neural Networks with Generalized Spatio-Temporal Representation | Aug 17, 2024 | 3D Point Cloud ClassificationAction Recognition | —Unverified | 0 |
