2026-09-30 · America/Los_Angeles · 社区动态 · #15

How to address novelty concerns in top ai conference? [D]

Hi, I’m a researcher working in computer vision. Over the past few years, I’ve submitted several papers to top-tier conferences such as NeurIPS, ICLR, and CVPR, and one concern that seems to come up repeatedly is 'novelty'. Given that thousands of papers are published every year at top conferences alone, not to mention the tens of thousands published across other conferences and journals, I sometimes wonder how much genuinely new novelty is realistically left to explore. In such a crowded research landscape, how do you usually address novelty concerns from reviewers? More specifically, I…

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