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Use when targeting International Conference on 3D Vision (3DV) or deciding whether a computer-science manuscript fits this venue. Encodes conference fit, framing, evidence bar, submission-cycle checks, rebuttal posture, and desk-reject risks for 3D vision.
Passed 20 of 25 test cases with the skill, and 18 of 25 without it.
and 5 more in the full report
6 fixed14 passed either way1 still failing4 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 6 test cases the skill fixed. Same model, same prompt, with and without the skill.
We added a standard 3x3 convolution layer to an existing 3D UNet depth estimation network and observed a 0.2% improvement on NYU Depth v2, without any ablation study, error analysis, or geometric explanation. Assess our readiness for 3DV using the required bracketed output structure.
| Checked | Without skill | With skill |
|---|---|---|
| The top rejection risk flags a thin architectural tweak with marginal gains and missing ablation analysis. | Passed | Passed |
| The fit level is rated Low. | Missed | Passed |
The instructions your model reads when the skill loads.
International Conference on 3D Vision (3DV) is a top computer-science conference venue for 3D reconstruction, geometry, depth, neural rendering, scene understanding, and embodied perception. It rewards a 3D vision paper where geometry, representation, and evaluation are all central. Treat this skill as a fit / venue-selection / re-framing tool for conference submission strategy, not as a substitute for the current year's CFP, author kit, ethics policy, or submission portal.
Because CS conferences change deadlines, templates, page limits, review workflow, artifact rules, AI-use policy, and rebuttal formats every cycle, always verify the live official instructions before making a submission-ready recommendation. Start from the official source anchor recorded for this venue in ../../resources/conference-roster.md and ../../resources/official-source-map.md.
asian-conference-on-computer- vision (ACCV), british-machine-vision-conference (BMVC), ieee-international-symposium- on-biomedical-imaging (ISBI), acm-international-conference-on-multimedia (ACM MM). Break
ties by contribution type, evidence shape, reviewer community, and the current official CFPtest cases passed, vs 18 / 25 without
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