submission limit
Beyond Market Intelligence keeps submission limit in one place: 2 stories so far. The section currently leads with “Navigating conference submission caps in an era of expanding research teams” and “25 submissions per author invites volume over thoughtful research”. The 20-submission cap at ICLR is creating real friction for researchers in large groups, where juniors compete for slots to resubmit improved work that received random, discouraging reviews. A 25-paper submission cap per author at CVPR sends the wrong signal in an era where AI can mass-produce marginal work. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every submission limit story on Beyond Market Intelligence, newest first.
Navigating conference submission caps in an era of expanding research teams
The 20-submission cap at ICLR is creating real friction for researchers in large groups, where juniors compete for slots to resubmit improved work that received random, discouraging reviews. This isn't just about one conference. ICML will likely follow a similar path, and the real question is whether these caps solve for quality or simply create new bottlenecks. For alternatives, consider venues like AAAI, UAI, or COLT, which offer strong peer review without the same submission pressure.
25 submissions per author invites volume over thoughtful research
A 25-paper submission cap per author at CVPR sends the wrong signal in an era where AI can mass-produce marginal work. It practically invites researchers to flood the system with quantity over quality, hoping a few slip through. Limiting first-author submissions to 2-3 would change the calculus entirely. It forces genuine investment in each paper's idea and execution. It also eases reviewer load dramatically. For deeper context on raising standards, see our related piece, "A call to raise the bar on conference paper submissions.