Awesome-Best-Papers  by familyld

Paper list for top AI conferences (2013-present)

created 5 years ago
473 stars

Top 65.3% on sourcepulse

GitHubView on GitHub
Project Summary

This repository serves as a curated collection of "best paper" award winners from major AI conferences since 2013. It targets researchers, students, and practitioners seeking to identify seminal works in fields like computer vision, NLP, and data mining. The primary benefit is a centralized, hand-curated list of influential research papers, saving users time in discovering foundational contributions.

How It Works

The project manually compiles and organizes information on best papers, including titles, links, authors, and affiliations, into a Markdown format. This approach ensures data accuracy and allows for easy contribution and community-driven expansion. The data is structured into tables for each conference, facilitating quick lookups by year and paper.

Quick Start & Requirements

  • The repository is a collection of Markdown files; no installation or execution is required.
  • Access to a web browser is sufficient.
  • Links to external conference websites and paper PDFs are provided.

Highlighted Details

  • Comprehensive coverage of best papers from 2013 onwards across major AI conferences (NeurIPS, ICML, CVPR, ACL, etc.).
  • Includes a table of conference deadlines for easy planning.
  • Data is manually curated, with an open invitation for community contributions via pull requests.
  • References to external resources like Jeff Huang's collection for broader historical context.

Maintenance & Community

The project is maintained by the familyld user. Contributions are welcomed via pull requests, indicating an active community model. There are no explicit links to community channels like Discord or Slack provided in the README.

Licensing & Compatibility

The repository does not explicitly state a license. However, the content consists of publicly available information about research papers.

Limitations & Caveats

The data is manually entered, meaning there's a potential for human error or omissions, though the project encourages issue reporting. Coverage for some conferences, like ECCV in 2017, is noted as missing.

Health Check
Last commit

3 years ago

Responsiveness

1 day

Pull Requests (30d)
0
Issues (30d)
0
Star History
8 stars in the last 90 days

Explore Similar Projects

Feedback? Help us improve.