Use this to audit novelty and eligibility. Reopen the current CFP for dual-submission, anonymity, and prior-publication rules before advising authors. At IROS the question a reviewer asks is not only "is this new?" but "does the paper know the nearest systems it resembles and say what it does differently?"
| Lane | Typical sources | What IROS reviewers check |
|---|---|---|
| Conference systems | ICRA, prior IROS, RSS, CoRL | Whether the nearest deployed system is compared or explicitly distinguished |
| Robotics journals | RA-L, T-RO, T-ASE, IJRR, Autonomous Robots | Whether mature, revised results are acknowledged, not dodged |
| Perception/learning | CVPR/ICCV, NeurIPS/ICML when a component derives from them | Whether a borrowed component is credited and evaluated in the robotics setting |
| Field/application | Domain venues (field robotics, medical, aerial) | Whether deployment realities and prior fielded systems are cited |
A bibliography citing only your own subfield tells a reviewer the paper may be re-deriving a neighboring system's idea — a recognizable IROS weakness no amount of demo polish repairs.
Imagine the paper presents a lidar-inertial state estimator that runs on an embedded computer. Its nearest neighbors: a prior IROS lidar-odometry system it extends, an RA-L fusion method with a heavier compute footprint, and a CVPR learned-odometry component it borrows a front end from. The novelty sentence should name all three contrasts — tighter fusion than the IROS predecessor, a smaller compute budget than the RA-L method, and the learned front end credited and re-evaluated on real field data.
Novelty sentence template:
"Unlike <nearest system> which <limitation>, our system <capability>
under <embodiment constraint>, evidenced by <embodied result>."
[Eligibility] clear / needs declaration / risky
[Closest lanes] <conference/journal/perception/field>
[Nearest 3 systems] <system -> distinction>
[Archival-overlap risk] <none/issues>
[Novelty sentence] <IROS-ready systems contrast>