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.
Profile →npx skills add brycewang-stanford/Awesome-Journal-Skills --skill cvpr-related-work --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# 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 | | Cross-venue siblings | ICCV/ECCV/NeurIPS/WACV/3DV/SIGGRAPH work on the task | Treating CVPR citations as the whole field | | Concurrent arXiv | Preprints within a few months of the deadline | Pretending they don't exist | The nearest-neighbor shelf deserves half the section's words. For each: one sentence of credit, one sentence of mechanism difference, one sentence of consequence ("because [24] rebuilds the volume per frame
- Five shelves to cover
- Concurrent work, CVPR norms
- Double-blind self-citation
- Cite the version of record, and verify the venue
- A positioning paragraph that does its job
- Sizing and placement
- Positioning under fire: rebuttal-time related work
- Reverify each cycle
- Output format
Bibliography hygiene pass
grep -c '@' refs.bib # how big is the problem
grep -A2 'archivePrefix\|eprint' refs.bib | grep -B2 '20(1|2)[0-9]' | head
grep -in 'cvpr\|iccv\|eccv' refs.bib | awk -F: '{print $1}' | headWhat does the cvpr-related-work skill do?
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.
How do I install it?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill cvpr-related-work --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From brycewang-stanford/Awesome-Journal-Skills, a repository with 984 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.