Publications 📚

Overview

The Ultralytics Publications page showcases research papers authored by Ultralytics team members that are tied to our core work in computer vision and Ultralytics YOLO model development. This page is a reflection of the team's technical contributions to the field — the criteria below ensure the content remains relevant, high-quality, and aligned with our brand.

Eligibility Criteria

Before submitting a paper, confirm it meets all of the following requirements:

• ✅ Ultralytics YOLO or computer vision focused — the paper must be directly related to YOLO or computer vision more broadly
• ✅ References Ultralytics models — the paper must reference YOLOv5, YOLOv8, YOLO11, YOLO26, or any future Ultralytics-developed models
• ✅ No competitor mentions — the paper must not reference or promote competing models or companies
• ✅ Current full-time employee — you must be a full-time Ultralytics employee at the time of submission

How to Submit

If your paper meets all the eligibility criteria above, send the following details to the website team via Slack:

Papers will be reviewed before being added to ultralytics.com/publications.

Questions?

Reach out to the website team in the #website Slack channel if you have any questions about eligibility or the submission process.