| Regularization Strategy for Point Cloud via Rigidly Mixed Sample | Feb 3, 2021 | 3D Object Classification3D Point Cloud Classification | CodeCode Available | 1 |
| Rethinking the compositionality of point clouds through regularization in the hyperbolic space | Sep 21, 2022 | 3D Point Cloud ClassificationPoint Cloud Classification | CodeCode Available | 1 |
| Revisiting Point Cloud Classification with a Simple and Effective Baseline | Jan 1, 2021 | 3D Point Cloud ClassificationClassification | CodeCode Available | 1 |
| Collect-and-Distribute Transformer for 3D Point Cloud Analysis | Jun 2, 2023 | Point Cloud ClassificationPosition | CodeCode Available | 1 |
| A Closer Look at Few-Shot 3D Point Cloud Classification | Mar 31, 2023 | 3D Point Cloud ClassificationFew-Shot 3D Point Cloud Classification | CodeCode Available | 1 |
| Robust 3D Point Clouds Classification based on Declarative Defenders | Oct 13, 2024 | 3D Point Cloud Classificationimage-classification | CodeCode Available | 1 |
| RobustPointSet: A Dataset for Benchmarking Robustness of Point Cloud Classifiers | Nov 23, 2020 | 3D Point Cloud ClassificationBenchmarking | CodeCode Available | 1 |
| Robust Structured Declarative Classifiers for 3D Point Clouds: Defending Adversarial Attacks with Implicit Gradients | Mar 29, 2022 | 3D Point Cloud ClassificationBilevel Optimization | CodeCode Available | 1 |
| ASSANet: An Anisotropic Separable Set Abstraction for Efficient Point Cloud Representation Learning | Oct 20, 2021 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| LPF-Defense: 3D Adversarial Defense based on Frequency Analysis | Feb 23, 2022 | 3D Point Cloud ClassificationAdversarial Defense | 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 |
| Deep Declarative Networks: A New Hope | Sep 11, 2019 | Point Cloud Classification | CodeCode Available | 1 |
| Parameter-Efficient Person Re-identification in the 3D Space | Jun 8, 2020 | 3D geometry3D Point Cloud Classification | CodeCode Available | 1 |
| Point Set Voting for Partial Point Cloud Analysis | Jul 9, 2020 | Point Cloud ClassificationPoint Cloud Completion | CodeCode Available | 1 |
| Generative PointNet: Deep Energy-Based Learning on Unordered Point Sets for 3D Generation, Reconstruction and Classification | Apr 2, 2020 | 3D GenerationGeneral Classification | CodeCode Available | 1 |
| Deep Sets | Mar 10, 2017 | Anomaly DetectionOutlier Detection | CodeCode Available | 1 |
| Hide in Thicket: Generating Imperceptible and Rational Adversarial Perturbations on 3D Point Clouds | Mar 8, 2024 | 3D Point Cloud ClassificationAdversarial Attack | CodeCode Available | 1 |
| DeltaConv: Anisotropic Operators for Geometric Deep Learning on Point Clouds | Nov 16, 2021 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Dense-Resolution Network for Point Cloud Classification and Segmentation | May 14, 2020 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Implicit Convolutional Kernels for Steerable CNNs | Dec 12, 2022 | Molecular Property PredictionPoint Cloud Classification | CodeCode Available | 1 |
| Dynamic Graph CNN for Learning on Point Clouds | Jan 24, 2018 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Differentiable Euler Characteristic Transforms for Shape Classification | Oct 11, 2023 | ClassificationPoint Cloud Classification | CodeCode Available | 1 |
| MATE: Masked Autoencoders are Online 3D Test-Time Learners | Nov 21, 2022 | 3D Object ClassificationPoint Cloud Classification | CodeCode Available | 1 |
| ModelNet-O: A Large-Scale Synthetic Dataset for Occlusion-Aware Point Cloud Classification | Jan 16, 2024 | 3D Point Cloud ClassificationPoint Cloud Classification | CodeCode Available | 1 |
| Scalable Set Encoding with Universal Mini-Batch Consistency and Unbiased Full Set Gradient Approximation | Aug 26, 2022 | Point Cloud Classificationtext-classification | CodeCode Available | 1 |
