| Evaluating Machine Learning Models with NERO: Non-Equivariance Revealed on Orbits | May 31, 2023 | 3D Point Cloud Classificationobject-detection | —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 |
| Connecting Multi-modal Contrastive Representations | May 22, 2023 | 3D Point Cloud Classificationcounterfactual | —Unverified | 0 |
| PointGPT: Auto-regressively Generative Pre-training from Point Clouds | May 19, 2023 | 3D Point Cloud ClassificationDecoder | CodeCode Available | 2 |
| SUG: Single-dataset Unified Generalization for 3D Point Cloud Classification | May 16, 2023 | 3D Point Cloud ClassificationDomain Adaptation | CodeCode Available | 1 |
| ULIP-2: Towards Scalable Multimodal Pre-training for 3D Understanding | May 14, 2023 | 3D Classification3D Point Cloud Classification | CodeCode Available | 2 |
| Multi-view Vision-Prompt Fusion Network: Can 2D Pre-trained Model Boost 3D Point Cloud Data-scarce Learning? | Apr 20, 2023 | 3D Point Cloud ClassificationAutonomous Driving | —Unverified | 0 |
| Instance-aware Dynamic Prompt Tuning for Pre-trained Point Cloud Models | Apr 14, 2023 | 3D Parameter-Efficient Fine-Tuning for Classification3D Point Cloud Classification | CodeCode Available | 1 |
| Multi-scale Geometry-aware Transformer for 3D Point Cloud Classification | Apr 12, 2023 | 3D Point Cloud ClassificationPoint Cloud Classification | —Unverified | 0 |
| 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 |
| Self-positioning Point-based Transformer for Point Cloud Understanding | Mar 29, 2023 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Point2Vec for Self-Supervised Representation Learning on Point Clouds | Mar 29, 2023 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Parameter is Not All You Need: Starting from Non-Parametric Networks for 3D Point Cloud Analysis | Mar 14, 2023 | 3D Point Cloud ClassificationAll | CodeCode Available | 2 |
| Interpreting Hidden Semantics in the Intermediate Layers of 3D Point Cloud Classification Neural Network | Mar 12, 2023 | 3D Point Cloud ClassificationAdversarial Attack | —Unverified | 0 |
| Point Cloud Classification Using Content-based Transformer via Clustering in Feature Space | Mar 8, 2023 | 3D Point Cloud ClassificationClassification | CodeCode Available | 1 |
| Attention-based Point Cloud Edge Sampling | Feb 28, 2023 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| CLR-GAM: Contrastive Point Cloud Learning with Guided Augmentation and Feature Mapping | Feb 28, 2023 | 3D Point Cloud ClassificationContrastive Learning | —Unverified | 0 |
| S3I-PointHop: SO(3)-Invariant PointHop for 3D Point Cloud Classification | Feb 22, 2023 | 3D Point Cloud ClassificationClassification | —Unverified | 0 |
| Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining | Feb 5, 2023 | 3D Point Cloud Classification3D Point Cloud Linear Classification | CodeCode Available | 1 |
| Improved Training for 3D Point Cloud Classification | Jan 1, 2023 | 3D Object Classification3D Point Cloud Classification | CodeCode Available | 0 |
| Computation and Data Efficient Backdoor Attacks | Jan 1, 2023 | 3D Point Cloud ClassificationData Poisoning | —Unverified | 0 |
| FFF: Fragment-Guided Flexible Fitting for Building Complete Protein Structures | Jan 1, 2023 | 3D Point Cloud ClassificationProtein Structure Prediction | —Unverified | 0 |
| CAP: Robust Point Cloud Classification via Semantic and Structural Modeling | Jan 1, 2023 | 3D Point Cloud ClassificationClassification | —Unverified | 0 |
| Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning? | Dec 16, 2022 | 3D Point Cloud ClassificationFew-Shot 3D Point Cloud Classification | CodeCode Available | 1 |
| Learning 3D Representations from 2D Pre-trained Models via Image-to-Point Masked Autoencoders | Dec 13, 2022 | 3D Point Cloud Classification3D Point Cloud Linear Classification | CodeCode Available | 2 |
