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This repository tracks the latest advancements in 3D Gaussian Splatting from Arxiv, with daily automated updates. Stay up-to-date with cutting-edge research in this exciting field!

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Awesome Gaussian Splatting Awesome

A curated list of latest research papers, projects and resources related to Gaussian Splatting. Content is automatically updated daily.

Last Update: 2025-09-07 00:54:12

📰 Latest Updates

🔧 [2025-06-26] HTTP 301 Redirect Issue Completely Resolved!

  • Implemented multi-layer fallback strategy to thoroughly solve network compatibility issues

🔧 [2025-06-26] Configurable Search Keywords Feature Added!

  • You can now customize search keywords by modifying data/search_config.json

  • Support for different search scopes: abstract-only, title-only, or both

  • Flexible keyword configuration for targeted paper collection

  • View detailed updates: News.md 📋


Categories

  • 3DGS Surveys (20 papers) - Survey papers and benchmarks about 3D Gaussian Splatting
  • Acceleration (264 papers) - Papers about speeding up rendering or training
  • Applications (995 papers) - Papers about specific applications
  • Avatar Generation (325 papers) - Papers about human avatar generation
  • Dynamic Scene (390 papers) - Papers about dynamic scene reconstruction and rendering
  • Few-shot (70 papers) - Papers about few-shot or sparse view reconstruction
  • Geometry Reconstruction (307 papers) - Papers about 3D geometry reconstruction
  • Large Scene (72 papers) - Papers about large-scale scene reconstruction
  • Model Compression (411 papers) - Papers about model compression and optimization
  • Quality Enhancement (166 papers) - Papers focusing on improving rendering quality
  • Ray Tracing (18 papers) - Papers about ray tracing and ray casting in Gaussian Splatting
  • Relighting (113 papers) - Papers about relighting and illumination effects in Gaussian Splatting
  • SLAM (151 papers) - Papers about SLAM using Gaussian Splatting
  • Scene Understanding (194 papers) - Papers about scene understanding and semantic analysis

Table of Contents

Categorized Papers

3DGS Surveys

Acceleration

Showing the latest 50 out of 264 papers

Applications

Showing the latest 50 out of 995 papers

Avatar Generation

Showing the latest 50 out of 325 papers

Dynamic Scene

Showing the latest 50 out of 390 papers

Few-shot

Showing the latest 50 out of 70 papers

Geometry Reconstruction

Showing the latest 50 out of 307 papers

Large Scene

Showing the latest 50 out of 72 papers

Model Compression

Showing the latest 50 out of 411 papers

Quality Enhancement

Showing the latest 50 out of 166 papers

Ray Tracing

Relighting

Showing the latest 50 out of 113 papers

SLAM

Showing the latest 50 out of 151 papers

Scene Understanding

Showing the latest 50 out of 194 papers

Classic Papers

Open Source Projects

Applications

Tutorials & Blogs

📋 Project Features

🛠️ Core Features

  • Configurable Search System: Customize search keywords through data/search_config.json for targeted paper collection
  • Automated Paper Collection: Daily automatic crawling of latest Gaussian Splatting related papers
  • Intelligent Classification System: Automatically categorize papers into different topics (Acceleration, Applications, Dynamic Scenes, etc.)
  • Flexible Search Scopes: Support for abstract-only, title-only, or combined searches
  • Cross-Platform Compatibility: Support for Windows/Linux/macOS with automatic environment detection

🛠️ Technical Features

  • Robust Error Handling: Multi-layer retry and fallback strategies ensure stable operation
  • GitHub Actions Integration: Automated CI/CD workflows
  • Real-time Update Mechanism: Daily automatic paper data updates
  • Detailed Logging: Comprehensive logging for debugging and monitoring

📚 Documentation System

  • User Guides: Detailed configuration and usage instructions
  • Update Logs: News.md - Records all important updates
  • Validation Reports: Automated testing and validation results

🚀 Quick Start

Customize Search Keywords

Edit data/search_config.json to target specific research areas:

{
  "search_config": {
    "both_abstract_and_title": [
      "gaussian splatting",
      "3d gaussian",
      "neural rendering"
    ],
    "abstract_only": [
      "volumetric rendering",
      "point cloud reconstruction"
    ],
    "title_only": [
      "real-time rendering",
      "3D reconstruction"
    ]
  }
}

Run the Crawler

# Basic usage
python scripts/arxiv_crawler.py

# Custom number of papers
python scripts/arxiv_crawler.py --max-results 200

# Validate configuration
python scripts/validate_search_config.py

Contribution Guidelines

Feel free to submit Pull Requests to improve this list! Please follow these formats:

  • Paper entry format: **[Paper Title](link)** - Brief description
  • Project entry format: [Project Name](link) - Project description

License

CC0

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This repository tracks the latest advancements in 3D Gaussian Splatting from Arxiv, with daily automated updates. Stay up-to-date with cutting-edge research in this exciting field!

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