• I. Paper Writing[General Guidelines]
  • Research & Writing, Latex, Language, Mathematics & Equation, Figures & Plots, BibTex & Reference, Grammar Mistakes & Typos, Supplementary Material, Others
• II. Paper Writing[Conference]
  • AI Conference Deadlines
  • Submission, Rebuttal, Paper Reading
• III. Paper Writing[Journal]
  • Cover Letter, Response Letter, Template
• IV. Online Reports & Slides
• V. Oral & Poster
• VI. Other Resources

I. Paper Writing[General Guidelines]

Research & Writing

• 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
• https://zhuanlan.zhihu.com/p/98747105
• You and Your Research [Richard Hamming]：[Website][Video]
• De-Mystifying Good Research and Good Papers [Fei-fei Li]：https://bigaidream.gitbooks.io/tech-blog/content/2014/de-mystifying-good-research.html
• Research Guidelines by Jan van Gemert：https://jvgemert.github.io/links.html
  • General Research/Writing/Template/Presentation/Poster/Reviewing/Rebuttal/…
• https://www.zhihu.com/question/436874654/answer/1808192248
• Others:
  • How to do good research, get it published in SIGKDD and get it cited![Eamonn Keogh]
  • A Survival Guide to a PhD[Andrej Karpathy]
  • Ph.D.s from the Faculty’s Perspective
  • PHD Comics：https://phdcomics.com/

Latex

• Overleaf：https://www.overleaf.com/
  • Learn LaTeX in 30 minutes: https://www.overleaf.com/learn/latex/Learn_LaTeX_in_30_minutes
• https://liam.page/2014/09/08/latex-introduction/
• LaTeXStudio：[Homepage][Github][B站]

Language

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

Mathematics & Equation

• A Brief Introduction to Mathematical Writing：https://jmlr.csail.mit.edu/reviewing-papers/knuth_mathematical_writing.pdf
• Mathematical Writing：http://jmlr.csail.mit.edu/reviewing-papers/knuth_mathematical_writing.pdf
• https://zhuanlan.zhihu.com/p/336084313
• Annotated Latex Equations: https://github.com/synercys/annotated_latex_equations

Figures & Plots

• Examples：
  • https://blog.csdn.net/weixin_43636051/article/details/108701550
• Others：
  • https://zhuanlan.zhihu.com/p/134045056
  • https://www.zhihu.com/question/27172510/answer/2109849277
  • https://www.zhihu.com/question/21664179
  • https://zhuanlan.zhihu.com/p/220345912
  • https://www.zhihu.com/question/268877581/answer/2277678667
  • https://zhuanlan.zhihu.com/p/151642250

BibTex & Reference

• 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/bibliography_management_with_bibtex
• [Writing Tips-bib:star2:]：https://github.com/wangdongdut/PaperWriting/blob/master/Writing%20Tips-bib.docx
• https://zhuanlan.zhihu.com/p/146484505

Grammar Mistakes & Typos

• Checklist before Submitting a Journal Paper: http://staff.ustc.edu.cn/~jpq/writing/checklist.pdf
• Language Editing Tools：
  • Grammarly：https://www.grammarly.com/
  • ComposAI：https://www.compos.ai/
  • Ginger：https://www.gingersoftware.com/
  • LanguageTool：https://languagetool.org/
  • Many Others：[1]，[2]，[3]，…
• Professional Language Editing：American Journal Experts, Elsevier Webshop, SpringerNature Language Editing, Wiley Editing Services, …

Supplementary Material

• Source Codes:
  • :star:Linus Torvalds Quote: “Talk is cheap. Show me the code.”
  • 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]

II. 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/malik_write_good_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/tips_on_publishing_in_nips_icml_or_any_top_tier/
• Research Guidelines by Jan van Gemert：https://jvgemert.github.io/links.html
  • General Research/Writing/Template/Presentation/Poster/Reviewing/Rebuttal/…
• More Resources：See Online Reports & Slides

Review

• Discussions in Top-tier Conferences
  • 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]

Rebuttal

• https://zhuanlan.zhihu.com/p/104298923
• https://zhuanlan.zhihu.com/p/344008879
• https://www.zhihu.com/question/32055996
• 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/
• https://medium.com/@deviparikh/how-we-write-rebuttals-dc84742fece1

Paper Reading

• How to Read a Paper[S. Keshav]：http://blizzard.cs.uwaterloo.ca/keshav/home/Papers/data/07/paper-reading.pdf
• Reading Research Papers[Andrew Ng, Stanford CS230]
• https://github.com/mli/paper-reading
• ReadPaper：https://space.bilibili.com/1706874133
  • https://readpaper.com/
• Best Paper Awards in Computer Science：https://jeffhuang.com/best_paper_awards/

III. 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

IV. Online Reports & Slides

Lectures in the Beijing Academy of Artificial Intelligence Conference [2021]

• https://www.bilibili.com/video/BV1QK4y1g71C
• https://www.bilibili.com/video/BV1p64y1R7JP

Lectures in the Beijing Academy of Artificial Intelligence Conference [2020]

• https://www.bilibili.com/video/BV1n7411o7dU?p=1
• https://www.bilibili.com/video/BV1n7411o7dU?p=2
• https://www.bilibili.com/video/BV1n7411o7dU?p=3

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]
• How to Write A Computer Science Paper
• Scientific Paper Writing from Ming-ming Cheng

V. Oral & Poster

• Poster Example
  • Poster Template from Prof. Bolei Zhou：https://github.com/zhoubolei/poster_template
  • VALSE：Valse2021 Poster PDFs

VI. Other Resources

• https://github.com/secdr/research-method
• https://github.com/taopanpan/CasitLab
• PaperRobot: Incremental Draft Generation of Scientific Ideas：Very Interesting!
• Getting Started in Computer Vision Research