| Learnable Lookup Table for Neural Network Quantization | Jan 1, 2022 | Computational Efficiencyimage-classification | CodeCode Available | 1 |
| Exploiting Inductive Bias in Transformer for Point Cloud Classification and Segmentation | Apr 27, 2023 | 3D Object Classification3D Part Segmentation | CodeCode Available | 1 |
| 3DCTN: 3D Convolution-Transformer Network for Point Cloud Classification | Mar 2, 2022 | ClassificationPoint Cloud Classification | CodeCode Available | 1 |
| Collect-and-Distribute Transformer for 3D Point Cloud Analysis | Jun 2, 2023 | Point Cloud ClassificationPosition | CodeCode Available | 1 |
| LPF-Defense: 3D Adversarial Defense based on Frequency Analysis | Feb 23, 2022 | 3D Point Cloud ClassificationAdversarial Defense | CodeCode Available | 1 |
| Implicit Convolutional Kernels for Steerable CNNs | Dec 12, 2022 | Molecular Property PredictionPoint Cloud Classification | CodeCode Available | 1 |
| Robust Point Cloud Processing through Positional Embedding | Sep 1, 2023 | 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 |
| ASSANet: An Anisotropic Separable Set Abstraction for Efficient Point Cloud Representation Learning | Oct 20, 2021 | 3D Part Segmentation3D Point 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 |
| 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 |
| APSNet: Attention Based Point Cloud Sampling | Oct 11, 2022 | 3D Point Cloud ClassificationKnowledge Distillation | CodeCode Available | 1 |
| Learning Geometry-Disentangled Representation for Complementary Understanding of 3D Object Point Cloud | Dec 20, 2020 | 3D Object Classification3D Part Segmentation | 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 |
| Deep Sets | Mar 10, 2017 | Anomaly DetectionOutlier Detection | CodeCode Available | 1 |
| MOPS-Net: A Matrix Optimization-driven Network forTask-Oriented 3D Point Cloud Downsampling | May 1, 2020 | Deep LearningPoint Cloud Classification | 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 |
| Parameter-Efficient Person Re-identification in the 3D Space | Jun 8, 2020 | 3D geometry3D Point Cloud Classification | CodeCode Available | 1 |
| PAConv: Position Adaptive Convolution with Dynamic Kernel Assembling on Point Clouds | Mar 26, 2021 | 3D Point Cloud ClassificationPoint Cloud Classification | CodeCode Available | 1 |
| Pix4Point: Image Pretrained Standard Transformers for 3D Point Cloud Understanding | Aug 25, 2022 | 3D Point Cloud ClassificationInductive Bias | CodeCode Available | 1 |
| Differentiable Euler Characteristic Transforms for Shape Classification | Oct 11, 2023 | ClassificationPoint Cloud Classification | CodeCode Available | 1 |
| Point-BERT: Pre-training 3D Point Cloud Transformers with Masked Point Modeling | Nov 29, 2021 | 3D Point Cloud Classification3D Point Cloud Linear Classification | CodeCode Available | 1 |
| Point Cloud Augmentation with Weighted Local Transformations | Oct 11, 2021 | Data AugmentationPoint Cloud Classification | CodeCode Available | 1 |
| Benchmarking and Analyzing Point Cloud Classification under Corruptions | Feb 7, 2022 | BenchmarkingClassification | CodeCode Available | 1 |
| PointNorm: Dual Normalization is All You Need for Point Cloud Analysis | Jul 13, 2022 | 3D geometryAll | CodeCode Available | 1 |
| Point-GN: A Non-Parametric Network Using Gaussian Positional Encoding for Point Cloud Classification | Dec 4, 2024 | 3D Point Cloud ClassificationClassification | CodeCode Available | 1 |
| PointHop++: A Lightweight Learning Model on Point Sets for 3D Classification | Feb 9, 2020 | 3D Classification3D Point Cloud Classification | CodeCode Available | 1 |
| ViewNet: A Novel Projection-Based Backbone With View Pooling for Few-Shot Point Cloud Classification | Jan 1, 2023 | DescriptiveFew-Shot Learning | CodeCode Available | 1 |
| Dynamic Graph CNN for Learning on Point Clouds | Jan 24, 2018 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Dynamic Local Feature Aggregation for Learning on Point Clouds | Jan 7, 2023 | Point Cloud ClassificationPosition | CodeCode Available | 1 |
| 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 |
| CT-block: a novel local and global features extractor for point cloud | Nov 30, 2021 | 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 Learnable Self-supervised Task for Unsupervised Domain Adaptation on Point Clouds | Apr 12, 2021 | Domain AdaptationPoint Cloud Classification | —Unverified | 0 |
| A Network Architecture for Point Cloud Classification via Automatic Depth Images Generation | Jun 1, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Imperceptible Transfer Attack and Defense on 3D Point Cloud Classification | Nov 22, 2021 | 3D Point Cloud ClassificationClassification | —Unverified | 0 |
| Connecting Multi-modal Contrastive Representations | May 22, 2023 | 3D Point Cloud Classificationcounterfactual | —Unverified | 0 |
| Computation and Data Efficient Backdoor Attacks | Jan 1, 2023 | 3D Point Cloud ClassificationData Poisoning | —Unverified | 0 |
| LC-NAS: Latency Constrained Neural Architecture Search for Point Cloud Networks | Aug 24, 2020 | Neural Architecture SearchPoint Cloud 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 |
| Airborne LiDAR Point Cloud Classification with Graph Attention Convolution Neural Network | Apr 20, 2020 | Deep LearningGeneral Classification | —Unverified | 0 |
| Cloud Transformers: A Universal Approach To Point Cloud Processing Tasks | Jul 22, 2020 | Point Cloud ClassificationPoint cloud reconstruction | —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 |
| AIQViT: Architecture-Informed Post-Training Quantization for Vision Transformers | Feb 7, 2025 | image-classificationImage Classification | —Unverified | 0 |
| A Benchmark Grocery Dataset of Realworld Point Clouds From Single View | Feb 12, 2024 | 3D Point Cloud ClassificationContinual Learning | —Unverified | 0 |
| CLIP-based Point Cloud Classification via Point Cloud to Image Translation | Aug 7, 2024 | ClassificationPoint Cloud Classification | —Unverified | 0 |
| FatNet: A Feature-attentive Network for 3D Point Cloud Processing | Apr 7, 2021 | Point Cloud Classification | —Unverified | 0 |
| A Hybrid Generative and Discriminative PointNet on Unordered Point Sets | Apr 19, 2024 | image-classificationImage Classification | —Unverified | 0 |
| FA-KPConv: Introducing Euclidean Symmetries to KPConv via Frame Averaging | May 7, 2025 | Point Cloud ClassificationPoint Cloud Registration | —Unverified | 0 |
