List of learning-based PCC papers, welcome Pull Requests!
☆25Nov 4, 2025Updated 8 months ago
Alternatives and similar repositories for Awesome-Learning-based-Point-Cloud-Compression
Users that are interested in Awesome-Learning-based-Point-Cloud-Compression are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Point Cloud Compression with Implicit Neural Representations: A Unified Framework☆17Oct 22, 2025Updated 8 months ago
- A list of papers about learned point cloud compression.☆138Oct 25, 2025Updated 8 months ago
- [AAAI 2025] Official Implementation for "UniPCGC: Towards Practical Point Cloud Geometry Compression via an Efficient Unified Approach"☆63Feb 24, 2026Updated 4 months ago
- [Under Review] Efficient and Generic Point Model for Lossless Point Cloud Attribute Compression☆40Apr 11, 2024Updated 2 years ago
- [SIGGRAPH Asia'22] The codes of 3QNet: 3D Point Cloud Geometry Quantization Compression Network☆17Feb 16, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- [CVPR 2025] RENO: Real-Time Neural Compression for 3D LiDAR Point Clouds☆58Jun 19, 2025Updated last year
- [ICME'25 Oral] This is the official implement of TC-GS: Triplane-based compresion of 3D Gaussian Splatting☆74Jun 17, 2025Updated last year
- ☆25Dec 9, 2023Updated 2 years ago
- Fast convolutional Point Cloud Compression in our ICME 2023, TMM, and ECCV 2026 papers☆27Jun 23, 2026Updated last week
- ☆32Jun 25, 2026Updated last week
- [CVPR 2026] Official Implementation for "AnyPcc: Compressing Any Point Cloud with a Single Universal Model"☆29Updated this week
- The codes of D-DPCC: Deep Dynamic Point Cloud Compression via 3D Motion Prediction.☆42Jul 3, 2025Updated last year
- Code repo for paper "Low Latency Point Cloud Rendering with Learned Splatting", CVPRW 2024.☆52Jul 17, 2024Updated last year
- [official] DCC 2024: Lightweight super resolution network for point cloud geometry compression☆23May 16, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Point Cloud Attribute Compression with Sparse Convolution and Voxel Transformer☆28Jun 18, 2024Updated 2 years ago
- [CVPR2025] Code Release for "FlexGS: Train Once, Deploy Everywhere with Many-in-One Flexible 3D Gaussian Splatting"☆47Jun 20, 2025Updated last year
- [CVPR 2025] This is the official PyTorch implementation of our paper "TopNet: Transformer-Efficient Occupancy Prediction Network for Octr…☆32Aug 16, 2025Updated 10 months ago
- Instituto de Telecomunicações Deep Learning-based Point Cloud Codec☆11Jun 18, 2024Updated 2 years ago
- [ ICLR 2025 ] CAT-3DGS: A Context-Adaptive Triplane Approach to Rate-Distortion-Optimized 3DGS Compression☆18Apr 4, 2025Updated last year
- Sparse Tensor-based Multiscale Representation for Point Cloud Geometry Compression☆98Dec 6, 2024Updated last year
- [CVPR 2023] Out-of-Distributed Semantic Pruning for Robust Semi-Supervised Learning☆22Jun 11, 2023Updated 3 years ago
- NVFPCC: Neural volumetric field based point cloud compression.☆16Dec 11, 2022Updated 3 years ago
- Official code of "HybridGS: High-Efficiency Gaussian Splatting Data Compression using Dual-Channel Sparse Representation and Point Cloud …☆24Oct 31, 2025Updated 8 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- AvatarShield: Visual Reinforcement Learning for Human-Centric Video Forgery Detection☆23Jun 3, 2025Updated last year
- ☆17Oct 29, 2024Updated last year
- (ACM MM 2022 Workshop APCCPA) IPDAE: Improved Patch-Based Deep Autoencoder for Lossy Point Cloud Geometry Compression.☆16Mar 15, 2024Updated 2 years ago
- Official Implementation of "NeRI: Implicit Neural Representation Of LiDAR Point Cloud Using Range Image Sequence"☆14Mar 7, 2024Updated 2 years ago
- [NOT UPDATED][To be updated with http://export.arxiv.org/api/query!] 🎓Automatically Update Interested Papers Daily using Github Actions☆80Sep 21, 2025Updated 9 months ago
- [CVPR2025] MoDec-GS: Global-to-Local Motion Decomposition and Temporal Interval Adjustment for Compact Dynamic 3D Gaussian Splatting☆41Jul 31, 2025Updated 11 months ago
- [IV2022] Implements a deep RNN based Point Cloud Compression approach for Velodyne Point Clouds. Reference implementation of correspondin…☆59Jun 25, 2024Updated 2 years ago
- Tensorflow implementation of the paper "Learning-based Lossless Compression Of 3D Point Cloud Geometry"☆36Jun 7, 2021Updated 5 years ago
- Implementation of CNN network based on VHDL☆20Mar 8, 2025Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆11Nov 30, 2020Updated 5 years ago
- [ICRA 2025] Real-Time LiDAR Point Cloud Compression and Transmission for Resource-constrained Robots☆133May 27, 2025Updated last year
- Pytorch implementation of the paper "Multiscale deep context modeling for lossless pointcloud geometry compression"☆21Jun 7, 2021Updated 5 years ago
- (ACM MM ASIA 2021) Patch-Based Deep Autoencoder for Point Cloud Geometry Compression.☆32Apr 13, 2024Updated 2 years ago
- [DCASE 2023] Official Implementation for "Low-Complexity Acoustic Scene Classification Using Deep Space Separable Distillation And Mutil-…☆25Nov 23, 2024Updated last year
- Source code of "GRASP-Net: Geometric Residual Analysis and Synthesis for Point Cloud Compression"☆33Sep 20, 2022Updated 3 years ago
- PRESTO: Progressive Pretraining Enhances Synthetic Chemistry Outcomes [EMNLP 2024]☆28Nov 18, 2024Updated last year