(TPAMI2023) Unsupervised Point Cloud Representation Learning with Deep Neural Networks: A Survey
☆212Apr 12, 2023Updated 2 years ago
Alternatives and similar repositories for 3d_url_survey
Users that are interested in 3d_url_survey are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for "FPS-Net: A convolutional fusion network for large-scale LiDAR point cloud segmentation".☆22Jul 25, 2023Updated 2 years ago
- Official repository for TPAMI2024 "A Survey of Label-Efficient Deep Learning for 3D Point Clouds"☆62Jun 5, 2023Updated 2 years ago
- Official PyTorch implementation of the NeurIPS2022 paper "PolarMix: A General Data Augmentation Technique for LiDAR Point Clouds"☆74May 19, 2023Updated 2 years ago
- SynLiDAR: Synthetic LiDAR sequential point cloud dataset with point-wise annotations (AAAI2022)☆143Dec 3, 2025Updated 3 months ago
- Official implementation of "CrossPoint: Self-Supervised Cross-Modal Contrastive Learning for 3D Point Cloud Understanding" (CVPR, 2022)☆264Apr 27, 2023Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆12Apr 25, 2024Updated last year
- Code for paper <PointContrast: Unsupervised Pretraining for 3D Point Cloud Understanding>☆348Aug 30, 2021Updated 4 years ago
- Papers and Datasets about Point Cloud.☆2,899Aug 30, 2024Updated last year
- [ECCV2022] Masked Autoencoders for Point Cloud Self-supervised Learning☆622Mar 31, 2025Updated 11 months ago
- (CVPR 2023) The official project of "3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds…☆120Dec 5, 2025Updated 3 months ago
- DepthContrast self-supervised learning for 3D☆275Aug 30, 2021Updated 4 years ago
- [ICLR 2022 poster] Official PyTorch implementation of "Rethinking Network Design and Local Geometry in Point Cloud: A Simple Residual MLP…☆589Feb 2, 2025Updated last year
- [GCPR 2023 | CVPR 2023 Workshop] Self-Supervised Representation Learning on Point Clouds☆100Jan 26, 2026Updated 2 months ago
- [CVPR 2022] Pre-Training 3D Point Cloud Transformers with Masked Point Modeling☆675Mar 22, 2025Updated last year
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [ICCV '21] "Unsupervised Point Cloud Pre-training via Occlusion Completion"☆240Jun 24, 2024Updated last year
- Contrastive Boundary Learning for Point Cloud Segmentation (CVPR2022)☆162Oct 10, 2023Updated 2 years ago
- [NeurIPS'22] PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies☆1,010Dec 1, 2023Updated 2 years ago
- Pytorch framework for doing deep learning on point clouds.☆2,697Mar 16, 2026Updated 2 weeks ago
- Code for CVPR 2021 oral paper "Exploring Data-Efficient 3D Scene Understanding with Contrastive Scene Contexts"☆239Jun 30, 2022Updated 3 years ago
- [CVPR 2023] 3D Representation Learning via Foreground Aware Feature Contrast☆42Mar 26, 2024Updated 2 years ago
- Mix3D: Out-of-Context Data Augmentation for 3D Scenes (3DV 2021 Oral)☆251Nov 27, 2022Updated 3 years ago
- This job is Non-official PyTorch implementation of the Range-Point-Voxel Funsion Network for lidar point cloud segmentation.☆59Mar 16, 2023Updated 3 years ago
- PyTorch implementation of DeepUME: Learning the Universal Manifold Embedding for Robust Point Cloud Registration (BMVC 2021)☆17Mar 27, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Pointcept: Perceive the world with sparse points, a codebase for point cloud perception research. Latest works: Utonia, Concerto (NeurIPS…☆2,909Mar 4, 2026Updated 3 weeks ago
- [NeurIPS 2022] Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-training☆226May 4, 2023Updated 2 years ago
- [CVPR2021] SCF-Net: Learning Spatial Contextual Features for Large-Scale Point Cloud Segmentation☆87Apr 22, 2023Updated 2 years ago
- Public repository for the 3DV 2024 spotlight paper "SALUDA: Surface-based Automotive Lidar Unsupervised Domain Adaptation".☆38Oct 30, 2024Updated last year
- Official PyTorch implementation of "Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data"☆212Mar 7, 2025Updated last year
- A list of papers and datasets about point cloud analysis (processing) since 2017. Update every day!☆1,586Apr 10, 2024Updated last year
- Code of NeurIPS19 Paper "PointDAN: A Multi-Scale 3D Domain Adaption Network for Point Cloud Representation".☆135Jan 24, 2021Updated 5 years ago
- PointASNL: Robust Point Clouds Processing using Nonlocal Neural Networks with Adaptive Sampling （CVPR 2020）☆266Oct 15, 2021Updated 4 years ago
- Code for the paper "Spatio-temporal Self-Supervised Representation Learning for 3D Point Clouds" (ICCV 2021)☆79Jan 19, 2022Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- [CVPR 2023 Highlight] LaserMix for Semi-Supervised LiDAR Semantic Segmentation☆319Dec 6, 2025Updated 3 months ago
- 🔥[IEEE TPAMI 2020] Deep Learning for 3D Point Clouds: A Survey☆1,630Jun 8, 2021Updated 4 years ago
- OctFormer: Octree-based Transformers for 3D Point Clouds [SIGGRAPH 2023]☆352Nov 15, 2025Updated 4 months ago
- OpenPoints: a library for easily reproducing point-based methods for point cloud understanding. The engine for [ASSANet](https://arxiv.or…☆411Aug 4, 2024Updated last year
- [ICCV 2023] "Implicit Autoencoder for Point-Cloud Self-Supervised Representation Learning"☆103Jul 22, 2025Updated 8 months ago
- Generative Range Imaging for Learning Scene Priors of 3D LiDAR Data (WACV 2023)☆25Feb 29, 2024Updated 2 years ago
- [MedIA 2023] "Superficial White Matter Analysis: An Efficient Point-cloud-based Deep Learning Framework with Supervised Contrastive Learn…☆24Jul 21, 2023Updated 2 years ago