[CVPR 2023] Parameter is Not All You Need: Starting from Non-Parametric Networks for 3D Point Cloud Analysis
☆540Apr 9, 2024Updated 2 years ago
Alternatives and similar repositories for Point-NN
Users that are interested in Point-NN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [CVPR2024 Hightlight] No Time to Train: Empowering Non-Parametric Networks for Few-shot 3D Scene Segmentation☆119Apr 20, 2024Updated 2 years ago
- [CVPR 2023] Learning 3D Representations from 2D Pre-trained Models via Image-to-Point Masked Autoencoders☆229Aug 10, 2023Updated 2 years ago
- [NeurIPS 2022] Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-training☆226May 4, 2023Updated 3 years ago
- [NeurIPS'22] PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies☆1,039Dec 1, 2023Updated 2 years ago
- [ICCV 2023] PointCLIP V2: Prompting CLIP and GPT for Powerful 3D Open-world Learning☆289Aug 12, 2025Updated 9 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Pointcept: Perceive the world with sparse points, a codebase for point cloud perception research. Latest works: Utonia (ICML'26), Concert…☆3,042Updated this week
- [CVPR 2022] PointCLIP: Point Cloud Understanding by CLIP☆409Nov 24, 2022Updated 3 years ago
- [ICLR 2022 poster] Official PyTorch implementation of "Rethinking Network Design and Local Geometry in Point Cloud: A Simple Residual MLP…☆592Feb 2, 2025Updated last year
- [ECCV2022] Masked Autoencoders for Point Cloud Self-supervised Learning☆631Mar 31, 2025Updated last year
- Adaptive Graph Convolution for Point Cloud Analysis☆124Oct 28, 2021Updated 4 years ago
- [CVPR'24 Oral] Official repository of Point Transformer V3 (PTv3)☆1,818Oct 24, 2025Updated 6 months ago
- [NeurIPS 2024] PointMamba: A Simple State Space Model for Point Cloud Analysis☆538Mar 19, 2025Updated last year
- Official repository for paper "Attention-based Point Cloud Edge Sampling" (APES), Highlight@CVPR 2023☆135Mar 26, 2025Updated last year
- OpenPoints: a library for easily reproducing point-based methods for point cloud understanding. The engine for [ASSANet](https://arxiv.or…☆418Aug 4, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [NeurIPS 2023] PointGPT: Auto-regressively Generative Pre-training from Point Clouds☆245Jul 1, 2024Updated last year
- [NeurIPS'22] An official PyTorch implementation of PTv2.☆431Jun 4, 2023Updated 2 years ago
- [ICML 2023] Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining☆154Jul 21, 2024Updated last year
- A PyTorch implementation of Dynamic Graph CNN for Learning on Point Clouds (DGCNN)☆808Oct 29, 2022Updated 3 years ago
- Official pytorch implementation of "Self-positioning Point-based Transformer for Point Cloud Understanding" (CVPR 2023).☆114Mar 27, 2025Updated last year
- Official WACV 2025 code for Point-GN: A non-parametric, training-free method for 3D point cloud classification using Gaussian Positional …☆15Jul 22, 2025Updated 10 months ago
- Papers and Datasets about Point Cloud.☆2,916Aug 30, 2024Updated last year
- (ICCV2023) Official implementation of 'ViewRefer: Grasp the Multi-view Knowledge for 3D Visual Grounding with GPT and Prototype Guidance'…☆60Apr 18, 2024Updated 2 years ago
- OctFormer: Octree-based Transformers for 3D Point Clouds [SIGGRAPH 2023]☆356Nov 15, 2025Updated 6 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [ICCV 2021] Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis☆192Mar 5, 2025Updated last year
- Stratified Transformer for 3D Point Cloud Segmentation (CVPR 2022)☆430Jan 7, 2023Updated 3 years ago
- Align 3D Point Cloud with Multi-modalities for Large Language Models☆461Dec 9, 2023Updated 2 years ago
- Official PyTorch implementation of Superpoint Transformer [ICCV'23], SuperCluster [3DV'24 Oral], and EZ-SP [ICRA'26]☆997Apr 21, 2026Updated last month
- [CVPR 2022] Pre-Training 3D Point Cloud Transformers with Masked Point Modeling☆686Mar 22, 2025Updated last year
- PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.☆4,860Apr 24, 2024Updated 2 years ago
- [ECCV 2022] Official pytorch implementation of the paper, "PointMixer: MLP-Mixer for Point Cloud Understanding"☆111Oct 25, 2023Updated 2 years ago
- (CVPR 2021) PAConv: Position Adaptive Convolution with Dynamic Kernel Assembling on Point Clouds☆304Dec 25, 2023Updated 2 years ago
- This is the official Pytorch implementation of our paper "PointNorm: Normalization is All You Need for Point Cloud Analysis""☆54Aug 28, 2023Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- [CVPR2024] OneFormer3D: One Transformer for Unified Point Cloud Segmentation☆597Oct 23, 2024Updated last year
- [IEEE TPAMI] Parameter-Efficient Fine-Tuning in Spectral Domain for Point Cloud Learning☆391Apr 30, 2026Updated 3 weeks ago
- [ICCV 2023] Take-A-Photo: 3D-to-2D Generative Pre-training of Point Cloud Models☆43Jul 30, 2024Updated last year
- Kernel Point Convolution implemented in PyTorch☆886Oct 17, 2025Updated 7 months ago
- ☆606Jan 21, 2026Updated 4 months ago
- [NeurIPS'23 Spotlight] Segment Any Point Cloud Sequences by Distilling Vision Foundation Models☆639Dec 16, 2023Updated 2 years ago
- A list of papers and datasets about point cloud analysis (processing) since 2017. Update every day!☆1,588Apr 10, 2024Updated 2 years ago