[KongchangAI]
BenchmarkComputer Vision and Pattern Recognition

CVPR

The Conference on Computer Vision and Pattern Recognition, one of the premier academic conferences in the field of computer vision, recognized as a flagship venue in the discipline.

Timeline (last 90 days)

Oct 14

The Squeeze-and-Excitation (SE) module was proposed by Hu et al. at CVPR in 2018 and is a representative work of channel attention mechanisms.

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Oct 3

Rebuttals are extremely common at top AI and machine learning conferences such as NeurIPS, ICML, CVPR, and ACL.

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Oct 1

In reviews at top conferences such as NeurIPS, ICLR, and CVPR, insufficient novelty is one of the most common reasons for rejection.

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Oct 1

At vision conferences such as CVPR and ECCV, rebuttals have traditionally had a relatively limited impact on final outcomes, with a low proportion of reviewers changing their scores.

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Sep 30

Top main conferences in the machine learning field include NeurIPS, ICML, ICLR, and CVPR, with acceptance rates typically between 15% and 30%.

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Sep 19

In CS departments, top-tier A* conference papers (NeurIPS/ICML/ICLR/CVPR, etc.) are regarded as equivalent to or even superior to journal publications.

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Sep 18

Top venues such as NeurIPS, CVPR, and ICLR use a single-round, fast, batch review model with binary accept-or-reject outcomes.

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Sep 12

Research Scientist positions typically require a master's or doctoral degree, as well as publications at top conferences such as NeurIPS, ICML, and CVPR

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Sep 12

The acceptance rate of top computer vision conferences is approximately 20 to 30 percent.

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Sep 12

CVPR, ICCV, and ECCV are considered the three top conferences in computer vision.

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7 more timeline events

All Facts (19)

Unverified

The Squeeze-and-Excitation (SE) module was proposed by Hu et al. at CVPR in 2018 and is a representative work of channel attention mechanisms.

50%
Unverified

Rebuttals are extremely common at top AI and machine learning conferences such as NeurIPS, ICML, CVPR, and ACL.

50%
Unverified

At vision conferences such as CVPR and ECCV, rebuttals have traditionally had a relatively limited impact on final outcomes, with a low proportion of reviewers changing their scores.

50%
Unverified

In reviews at top conferences such as NeurIPS, ICLR, and CVPR, insufficient novelty is one of the most common reasons for rejection.

50%
Unverified

Top main conferences in the machine learning field include NeurIPS, ICML, ICLR, and CVPR, with acceptance rates typically between 15% and 30%.

50%
Unverified

In CS departments, top-tier A* conference papers (NeurIPS/ICML/ICLR/CVPR, etc.) are regarded as equivalent to or even superior to journal publications.

50%
Unverified

Top venues such as NeurIPS, CVPR, and ICLR use a single-round, fast, batch review model with binary accept-or-reject outcomes.

50%
Unverified

Research Scientist positions typically require a master's or doctoral degree, as well as publications at top conferences such as NeurIPS, ICML, and CVPR

50%
Unverified

CVPR, ICCV, and ECCV are considered the three top conferences in computer vision.

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Unverified

The acceptance rate of top computer vision conferences is approximately 20 to 30 percent.

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CVPR is a top-tier conference in the field of computer vision.

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The acceptance rates of CCF Class A conferences such as NeurIPS, ICML, CVPR, and ACL are typically in the range of 20%–25%.

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NeurIPS, CVPR, and ICML are recognized as the three top academic conferences in the AI field, with annual acceptance rates typically between 20% and 25%.

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The core evaluation criteria for research scientist positions are the track record of publications at top conferences (NeurIPS, CVPR, ICML, etc.) and the ability to independently open up new research directions.

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了解AI领域真实格局可关注NeurIPS、ICML、CVPR等顶级学术会议的研究成果

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CS会议按影响力分为A类(如NeurIPS、CVPR、ACL)、B类(如AAAI、ECCV、EMNLP)、C类等级别,通常参照CCF或CSRankings分类标准

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CVPR每年接收数千篇投稿,录取率通常在25%左右

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CVPR的年投稿量从2012年前后的不足2000篇攀升至2023年的超过9000篇

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ICML与NeurIPS、ICLR并称为机器学习领域的三大顶级会议

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