| ULIP: Learning a Unified Representation of Language, Images, and Point Clouds for 3D Understanding | Dec 10, 2022 | 3D Architecture3D Classification | CodeCode Available | 2 |
| TetraSphere: A Neural Descriptor for O(3)-Invariant Point Cloud Analysis | Nov 26, 2022 | 3D Point Cloud ClassificationPoint Cloud Classification | CodeCode Available | 1 |
| Text2Model: Text-based Model Induction for Zero-shot Image Classification | Oct 27, 2022 | 3D Point Cloud ClassificationAction Recognition | —Unverified | 0 |
| 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 |
| Understanding Key Point Cloud Features for Development Three-dimensional Adversarial Attacks | Oct 19, 2022 | 3D Point Cloud ClassificationAutonomous Driving | —Unverified | 0 |
| SageMix: Saliency-Guided Mixup for Point Clouds | Oct 13, 2022 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Point Transformer V2: Grouped Vector Attention and Partition-based Pooling | Oct 11, 2022 | 3D Point Cloud Classification3D Semantic Segmentation | CodeCode Available | 2 |
| APSNet: Attention Based Point Cloud Sampling | Oct 11, 2022 | 3D Point Cloud ClassificationKnowledge Distillation | CodeCode Available | 1 |
| Let Images Give You More:Point Cloud Cross-Modal Training for Shape Analysis | Oct 9, 2022 | 3D Point Cloud ClassificationKnowledge Distillation | CodeCode Available | 2 |
| CLIP2Point: Transfer CLIP to Point Cloud Classification with Image-Depth Pre-training | Oct 3, 2022 | 3D Point Cloud ClassificationContrastive Learning | CodeCode Available | 1 |
| Automated Mobile Attention KPConv Networks via a Wide and Deep Predictor | Sep 28, 2022 | 3D Point Cloud ClassificationFeature Engineering | —Unverified | 0 |
| A Simple Strategy to Provable Invariance via Orbit Mapping | Sep 24, 2022 | 3D Point Cloud ClassificationComputational Efficiency | —Unverified | 0 |
| Rethinking the compositionality of point clouds through regularization in the hyperbolic space | Sep 21, 2022 | 3D Point Cloud ClassificationPoint Cloud Classification | CodeCode Available | 1 |
| SimpleView++: Neighborhood Views for Point Cloud Classification | Sep 8, 2022 | 3D Classification3D Point Cloud Classification | CodeCode Available | 0 |
| Pix4Point: Image Pretrained Standard Transformers for 3D Point Cloud Understanding | Aug 25, 2022 | 3D Point Cloud ClassificationInductive Bias | CodeCode Available | 1 |
| Quantifying the Knowledge in a DNN to Explain Knowledge Distillation for Classification | Aug 18, 2022 | 3D Point Cloud ClassificationClassification | —Unverified | 0 |
| P2P: Tuning Pre-trained Image Models for Point Cloud Analysis with Point-to-Pixel Prompting | Aug 4, 2022 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies | Jun 9, 2022 | 3D Classification3D Part Segmentation | CodeCode Available | 3 |
| Point-M2AE: Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-training | May 28, 2022 | 3D Object Detection3D Point Cloud Classification | CodeCode Available | 2 |
| PointVector: A Vector Representation In Point Cloud Analysis | May 21, 2022 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 0 |
| Advanced Feature Learning on Point Clouds using Multi-resolution Features and Learnable Pooling | May 20, 2022 | 3D Point Cloud Classification | CodeCode Available | 1 |
| Surface Representation for Point Clouds | May 11, 2022 | 3D Object Detection3D Point Cloud Classification | CodeCode Available | 2 |
| 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 |
| Open-Set Semi-Supervised Learning for 3D Point Cloud Understanding | May 2, 2022 | 3D Point Cloud ClassificationPoint Cloud Classification | —Unverified | 0 |
| Points to Patches: Enabling the Use of Self-Attention for 3D Shape Recognition | Apr 8, 2022 | 3D Feature Matching3D Point Cloud Classification | CodeCode Available | 1 |
