Paper Writing[General Guidelines]

Research & Writting

• 像外行一样思考，像专家一样实践——科研成功之道[金出武雄] [GoogleDoc:star2:]

  • Public Lecture with Dr Takeo Kanade: Think like an Amateur, Do as an Expert: Fun Research in Computer Vision and Robotics：https://www.youtube.com/watch?v=0B9hhOTYa_I

• You and Your Research [Richard Hamming]：[Website][Video]

• De-Mystifying Good Research and Good Papers [Fei-fei Li]:star2:：https://bigaidream.gitbooks.io/tech-blog/content/2014/de-mystifying-good-research.html

• 学术研究，你的成功之道：凌晓峰/杨强，出版社: 清华大学出版社

• 做研究与写论文[周志华]：https://zhuanlan.zhihu.com/p/98747105

• :star2:在做算法工程师的道路上，你掌握了什么概念或技术使你感觉自我提升突飞猛进？[高赞回答]：https://www.zhihu.com/question/436874654/answer/1808192248

• A Survival Guide to a PhD[Andrej Karpathy]：http://karpathy.github.io/2016/09/07/phd/

• Research Guidelines by Jan van Gemert：https://jvgemert.github.io/links.html

  • General Research/Writing/Template/Presentation/Poster/Reviewing/Rebuttal/...

• How to do good research, get it published in SIGKDD and get it cited![Eamonn Keogh]：http://www.cs.ucr.edu/~eamonn/KeoghSIGKDD09tutorial.pdf

• What is Research and How to do it?[Yi Ma]

• Reading Research Papers[Andrew Ng, Stanford CS230]

• “侯沉，你的论文充斥着垃圾”： 浅谈英文科研写作：转自候沉科学网博客

• 发顶会论文，怎么就那么难？：转自微软研究院AI头条

• Ph.D.s from the Faculty's Perspective

• Scientific Paper Writing from Ming-ming Cheng：https://mmcheng.net/writing/

Language

• The Elements of Style：http://www.jlakes.org/ch/web/The-elements-of-style.pdf [豆瓣评论]

• The Academic Word List：https://www.wgtn.ac.nz/lals/resources/academicwordlist

  • AWL Sublist Families
  • AWL Headwords
  • AWL Most Frequent Words in Sublists

• https://github.com/beacandler/awesome-cv-writing [A very interesting collection and summary] :star2:

• Mathematical Writing：http://jmlr.csail.mit.edu/reviewing-papers/knuthmathematicalwriting.pdf

Figures & Plots

• 如何在论文中画出漂亮的插图?[知乎讨论]：https://www.zhihu.com/question/21664179

• 论文中对比实验作图利器：MulimgViewer（多图像浏览器）: [知乎][Github] :star2:

• 论文绘图神器来了：一行代码绘制不同期刊格式图表，哈佛博士后开源[量子位/知乎]：https://zhuanlan.zhihu.com/p/151642250

BibTex

• BibTex: http://www.bibtex.org/
• BibTeX Templates[Staf,MIT]: http://web.mit.edu/rsi/www/pdfs/bibtex-format.pdf
• Bibliography Management with BibTex[Overleaf]：https://www.overleaf.com/learn/latex/bibliographymanagementwith_bibtex
• [Writing Tips-bib:star2:]：https://github.com/wangdongdut/PaperWriting/blob/master/Writing%20Tips-bib.docx

Grammar Mistakes & Typos

• Grammarly：https://www.grammarly.com/

• ComposAI：https://www.compos.ai/

• Ginger：https://www.gingersoftware.com/

• LanguageTool：https://languagetool.org/

• Many Others：[1]，[2]，[3]，...

Supplementary Material [Examples]

• Source Codes:

  • :star:Linus Torvalds Quote: “Talk is cheap. Show me the code.”:star:
  • The best supplementary material may be the executable codes, thus, you can easily answer reproducibility.

• Spotlight Slides:

• Detailed Derivation & Descriptions:

• High-resolution and Vivid Images, Cartoon & Videos:

Others

• Deep Paper Gestalt：https://github.com/vt-vl-lab/paper-gestalt [知乎]

• Overleaf：https://www.overleaf.com/

• Checklist before Submitting a Journal Paper: http://staff.ustc.edu.cn/~jpq/writing/checklist.pdf

Paper Writing[Conference]

Submission

• How to write a good CVPR submission[Bill Freeman]：https://billf.mit.edu/sites/default/files/documents/cvprPapers.pdf 2018-version
• How to write a good paper(Jitendra Malik)：https://www.cc.gatech.edu/~parikh/citizenofcvpr/static/slides/malikwritegood_paper.pdf
• NIPS paper evaluation criteria：http://nips07.stanford.edu/NIPS-evaluation.html
• Tips on publishing in NIPS, ICML or any top tier conferences for ML：https://www.reddit.com/r/MachineLearning/comments/3x3urc/tipsonpublishinginnipsicmloranytop_tier/
• More Resources：See Online Reports & Slides

Review

• Discussions in Top-tier Conferences:star:

  • Reviewing the Review Process(ICCV2021): https://sites.google.com/view/reviewing-the-review-process/
  • How to write a good review?(CVPR2020): https://sites.google.com/view/making-reviews-great-again/

• Reviewing Papers: A Student Guide[Robin Murphy]

• Reviewing A CS Conference Paper[Stephen Mann]

• 同行评审：如何成为一名优秀的审稿人[知乎]

• 做学术期刊的审稿人是怎样的体验?[知乎讨论]

Rebuttal

• 浅谈学术论文rebuttal[魏秀参]：https://zhuanlan.zhihu.com/p/104298923
• 学术论文投稿与返修（Rebuttal）分享[叶茫]：https://zhuanlan.zhihu.com/p/344008879
• 如何写学术论文的rebuttal?[知乎讨论]：https://www.zhihu.com/question/32055996
• 怎样写计算机会议的rebuttal：https://qiyuhua.github.io/%E5%AD%A6%E4%B9%A0/2013/05/17/rebuttal.html
• How to write a rebuttal of paper review：https://stephenxichen.wordpress.com/2014/01/21/how-to-write-a-rebuttal-of-paper-review/
• 论文得分低、濒临被拒不要慌，18条rebuttal小贴士助你说服评审和AC：https://medium.com/@deviparikh/how-we-write-rebuttals-dc84742fece1

AI Conference Deadlines:star2:

Paper Writing[Journal]

Cover Letter

• How to Write the Best Journal Submission Cover Letter
• Writing a cover letter for journal submission

Response Letter

• How to Write an Effective Response Letter to a Journal Editor and Reviewers
• Writing Effective Revision Response Letters[Niklas Elmqvist]
• Reviewing papers and writing response letters[Elena Parmiggiani]
• Apply More Time for Journal Revision

Template

• IEEE Transcations
• Elsevier Latex
• Springer Latex

Online Reports & Slides

智源大会·科研技能提升讲座[2021]

• 如何撰写高质量科技论文[刘洋]：https://www.bilibili.com/video/BV1QK4y1g71C

• 审稿视角下的计算机视觉论文——从投稿到接收[施柏鑫]：https://www.bilibili.com/video/BV1p64y1R7JP

智源论坛·论文写作专题报告会[2020]

• 论文写作小白的成长之路[蓝艳艳]：https://www.bilibili.com/video/BV1n7411o7dU?p=1

• 计算机视觉会议论文从投稿到接收[施柏鑫] https://www.bilibili.com/video/BV1n7411o7dU?p=2

• 谈如何写一篇合格的国际学术论文[赵鑫]：https://www.bilibili.com/video/BV1n7411o7dU?p=3

视觉大佬们聊研究，写/审论文

• VALSE Webinar 如何做出高水平的科研工作？--来自顶会AC/PC的观点[Valse20210407][视频链接][活动主页] :star2:

• CVPR 2020 论文分享会 | 顶会主席聊“计算机视觉研究那些事”[微软亚洲研究院202006][视频链接]

• VALSE webinar 如何写/审AI领域的论文[Valse20200710][视频链接][Panel讨论] :star2:

How to be a Good Citizen of the CVPR Community [Slides&Video]

• Part1：https://www.youtube.com/watch?v=MKUCz_3Ee0A; https://www.bilibili.com/video/BV1NE411k7fd?from=search&seid=7907270681252177406
• Part2：https://www.youtube.com/watch?v=4LEZED1YXm0; https://www.bilibili.com/video/BV1NE411k7Z9?from=search&seid=7907270681252177406
• Part3：https://www.youtube.com/watch?v=imEtTnQKt4M；https://www.bilibili.com/video/BV1m441117zc?from=search&seid=7907270681252177406

How to Get Your CVPR Paper Rejected [Ming-Hsuan Yang]

• Slides，Video

• How to Get Your SIGGRAPH Paper Rejected[Jim Kajiya]

Academic resource [Simon Peyton Jones, Microsoft.com]

• How to Write A Great Research Paper

• How to Write A Great Research Proposal

• How to Give a Great Research Talk

Others

• Notes on Writing Research Papers[Charles Elkan]

• 撰写学术论文的经验和教训[山世光]

• How to Write A Computer Science Paper

Oral & Poster

• 如何制作一张好的学术海报(poster)？[知乎讨论]
• 懒人制作学术会议Oral/Spotlight Video指南
• Poster范例

Other Resources

• https://github.com/beacandler/awesome-cv-writing :star2:

• https://github.com/secdr/research-method

• https://github.com/taopanpan/CasitLab

• https://github.com/JunpengCode/Writing

• PaperRobot: Incremental Draft Generation of Scientific Ideas：Very Interesting!

• 我爱计算机视觉

• Getting Started in Computer Vision Research，计算机视觉研究入门全指南

• 计算机视觉入门大全：基础概念、运行原理、应用案例详解

• 罗杰波、马毅、华刚等谈视觉研究那些事：是时候重新定义视觉了[雷锋网202005]

[备注]：本页为DUT-ICE《科技论文写作》课程(图像视觉方向)教学收集，教学/科研目的可随意转载，水平有限，不足之处见谅。