awesome-gaussians

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追踪 arXiv 上 3D 高斯泼溅(Gaussian Splatting)最新研究进展的精选列表,每日自动更新,帮研究者快速跟进三维重建与渲染的前沿论文。

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!

暂无版本373star +1 / 7 天28fork同步于 2026-11-11 05:56 UTC

怎么上手

由 README 提炼,执行前请确认
python main.py init
硬件要求按 README 说明

README 未说明

下载:源码 zip·GitHub Releases(安装包)本站不镜像安装包

项目说明

由 README 自动翻译提炼

自动追踪 arXiv 上 3D Gaussian Splatting 最新论文的每日更新清单与论文地图

追踪 arXiv 上 3D 高斯泼溅(Gaussian Splatting)最新研究进展的精选列表,每日自动更新,帮研究者快速跟进三维重建与渲染的前沿论文。

核心能力

  • 每日自动抓取 arXiv 新论文并按 14 个主题分类
  • 提供交互式 Paper Atlas,含月度趋势、主题与作者网络
  • 统一 CLI 支持 init、search、suggest、export-bib、readme 子命令
  • 自动从摘要提取 GitHub、项目页、数据集、视频等链接
  • 支持按相对或绝对时间范围及 arXiv 分类过滤检索

容易踩的坑

需先运行 init 配置关键词、时间范围和 API 密钥才能正常检索;LLM 关键词建议功能需要自备 API 密钥;数据依赖 arXiv 官方 HTTPS 导出 API,arXiv 故障时只能沿用旧数据

内容由模型根据 README 生成,可能不完整或不准确,以官方文档为准。看原文 README

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    README 原文

    未翻译

    Awesome Gaussian Splatting Awesome

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

    🗺️ Explore the Paper Atlas: an interactive paper map, monthly trends, topic network and co-author network of every tracked paper.

    Last Update: 2026-11-09 03:37:55

    📰 Latest Updates

    🗺️ [2026-09-30] Paper Atlas on GitHub Pages

    • New interactive site built from all daily snapshots, rebuilt after every update

    🔧 [2026-08-08] Resilient arXiv Updates

    • Switched the crawler to the official HTTPS export API endpoint
    • Added bounded retries for rate limits, server errors, and network timeouts
    • Temporary arXiv outages now preserve existing data and finish scheduled runs with a warning
    • Added atomic, non-empty JSON writes and fallback to the latest valid data when generating README

    📚 [2026-08-08] Community Paper Added

    • Added the HDR Gaussian Splatting paper suggested in Issue #3

    🚀 [2026-02] Major Feature Update — v2.0

    • Unified CLI: Single entry point python main.py with subcommands: init, search, suggest, export-bib, readme
    • Interactive Configuration Wizard: Run python main.py init to set up keywords, domains, time range, and API keys step-by-step
    • Custom Time Range Filtering: Support relative periods (6m, 1y, 2y) and absolute date ranges (2024-01-01 to 2025-06-01)
    • Smart Link Extraction: Automatically extracts and classifies GitHub, project page, dataset, video, demo, and HuggingFace links from paper abstracts
    • BibTeX Export: Fetch BibTeX from arXiv and export to .bib files with category/date filters
    • LLM Keyword Suggestion: Paste a few paper titles or arXiv IDs, and an LLM automatically generates optimized search keywords
    • arXiv Domain Filtering: Restrict searches to specific arXiv categories (e.g., cs.CV, cs.GR)

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

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

    • View detailed updates: News.md 📋


    Categories

    • 3DGS Surveys (5 papers) - Survey papers and benchmarks about 3D Gaussian Splatting
    • Acceleration (75 papers) - Papers about speeding up rendering or training
    • Applications (500 papers) - Papers about specific applications
    • Avatar Generation (158 papers) - Papers about human avatar generation
    • Dynamic Scene (184 papers) - Papers about dynamic scene reconstruction and rendering
    • Few-shot (35 papers) - Papers about few-shot or sparse view reconstruction
    • Geometry Reconstruction (202 papers) - Papers about 3D geometry reconstruction
    • Large Scene (28 papers) - Papers about large-scale scene reconstruction
    • Model Compression (189 papers) - Papers about model compression and optimization
    • Quality Enhancement (57 papers) - Papers focusing on improving rendering quality
    • Ray Tracing (4 papers) - Papers about ray tracing and ray casting in Gaussian Splatting
    • Relighting (41 papers) - Papers about relighting and illumination effects in Gaussian Splatting
    • SLAM (70 papers) - Papers about SLAM using Gaussian Splatting
    • Scene Understanding (95 papers) - Papers about scene understanding and semantic analysis

    Table of Contents

    Categorized Papers

    3DGS Surveys

    Acceleration

    Showing the latest 50 out of 75 papers

    Applications

    Showing the latest 50 out of 500 papers

    Avatar Generation

    Showing the latest 50 out of 158 papers

    Dynamic Scene

    Showing the latest 50 out of 184 papers

    Few-shot

    Geometry Reconstruction

    Showing the latest 50 out of 202 papers

    Large Scene

    Model Compression

    Showing the latest 50 out of 189 papers

    Quality Enhancement

    Showing the latest 50 out of 57 papers

    Ray Tracing

    Relighting

    SLAM

    Showing the latest 50 out of 70 papers

    Scene Understanding

    Showing the latest 50 out of 95 papers