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English(EN) How papers are selected for Best Paper, Oral, or Highlight presentation at major ML/CV conferences such as CVPR, ICCV, ECCV, NeurIPS, and ICLR? [D]

机器学习会议论文选拔流程详解

像NeurIPS和CVPR这样的顶级机器学习和计算机视觉会议的优秀论文选拔过程复杂且对审稿人来说并不完全透明。虽然审稿人会评估论文,但“最佳论文”、“口头报告”或“重点展示”的最终决定通常由副主席(ACs)、高级领域主席(SACs)或专门的奖项委员会做出。除了初步审稿分数外,新颖性、影响力以及委员会成员之间的讨论等因素在这些高级别的选拔中起着重要作用。 AI

影响 深入了解人工智能研究传播的评估标准和决策过程。

排序理由 该集群讨论了主要研究会议的学术论文选拔内部流程。[lever_c_demoted from research: ic=1 ai=1.0]

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机器学习会议论文选拔流程详解

本文如何被排名

Signal score
0 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Tool
该集群讨论了主要研究会议的学术论文选拔内部流程。[lever_c_demoted from research: ic=1 ai=1.0]
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics
paper
Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance
High
Clearly on-topic for AI-industry coverage.
Story freshness
90 days old
Aged out of breaking-news scoring windows; ranking reflects the durable signal from the full source set.

完整方法见我们的编辑标准。

报道来源 [1]

  1. r/MachineLearning TIER_1 English(EN) · /u/National-Resident244 ·

    在CVPR、ICCV、ECCV、NeurIPS和ICLR等主要机器学习/计算机视觉会议上,论文如何被选为最佳论文、口头报告或重点展示?[D]

    <!-- SC_OFF --><div class="md"><p>From what I understand, reviewers usually do not directly vote for these categories or nominate papers themselves. So how does the selection process typically work?</p> <p>Here are specific questions I wonder </p> <p>- Who actually selects the ca…