Statistics and Visualization of acceptance rate, main keyword of CVPR 2021 accepted papers for the main Computer Vision conference (CVPR)

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Data Visualization CVPR-2021-Paper-Statistics
Overview

CVPR-2021 Paper-Statistics

Statistics and Visualization of acceptance rate, main keyword of CVPR 2021 accepted papers for the main Computer Vision conference (CVPR 2021)

Inspired by CVPR-2020-Paper-Statistics

CVPR 2021 Acceptance rate (2017~2021)

  • The total number of papers is increasing every year and this year has increased significantly!
  • The acceptance rate decreased from 25% to 22%.

CVPR 2021 Paper Keywords statistics

  • Most of the top keywords were maintained
    • Image, detection, 3d, object, video, segmentation, etc.
  • unsupervised, self-supervised, semi-supervised are about x1.5 as frequent
    • unsupervised : 52 -> 77
    • self-supervised: 33 -> 50
    • semi-supervised: 25 -> 35

Analysis and Visualization Code (Jupyter Notebook)

Prerequisites

or

i highly recommend to use google colab

Just download jupyter notebook and move to your google drive and Open with Colaboratory

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Comments
  • possibility to have the average number of co-authors per paper ?

    possibility to have the average number of co-authors per paper ?

    First, I want to thank you to release your script to get some statistic on CVPR2021.

    Currently, it is more a "feature request" : I was wondering if you think it is possible to update the script to get the average number of co-authors per paper (I feel it is increasing each year) ?

    In particular when you do: # Load URL for all CVPR 2021 accepted papers. wd.get("http://cvpr2021.thecvf.com/node/{}".format(page_name)) #FIXME did you get only the title or a complete description ?

    Cordially

    opened by achanhon 0
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Hoseong Lee
Deep Learning Research Engineer
Hoseong Lee
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