Veteran reviewer: 'safe' cockroach papers get accepted, reviewers should reward flawed insight

plopesresearch · x · 2026-10-22

A researcher with 5 years of CVPR/NeurIPS/ICLR reviewing experience notes that 'safe' papers — valid questions, sufficient experiments — are the most likely to be accepted, likening them to Bill Freeman's 'cockroach' slide: everywhere, not exciting, yet hard to kill. A CHI reviewer responds that reviewers should value exciting papers with fresh insights even with minor flaws, since most classics had plenty of them.

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