Individual skill
cvpr-related-work
Use when building the related-work section and positioning for a CVPR paper, covering literature that moves at arXiv speed, concurrent-work etiquette, the CVPR/ICCV/ECCV sibling triangle, double-blind self-citation, verifying that cited "CVPR papers" are actually CVPR papers, and defining deltas against the true nearest neighbors.
CVPR-Skills/skills/cvpr-related-work/SKILL.md
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# CVPR Related Work
At CVPR the related-work problem is not scarcity but velocity: the field's literature
updates weekly on arXiv, the venue itself accepted 4,090 papers in the 2026 edition
alone, and reviewers are drawn from a 25,000-person pool that includes the authors of
whatever you forgot to cite. Position precisely or be positioned by Reviewer 2.
## Five shelves to cover
| Shelf | What reviewers check | Failure smell |
|---|---|---|
| Canonical lineage | The 2–3 ancestors of your method family | Reinventing a 2019 module under a new name |
| Current SOTA | The methods atop your benchmark's leaderboard *now* | Comparing only against year-old baselines |
| Nearest neighbors | The 2–3 papers a hostile reviewer calls "the same" | No explicit delta stated |