学术资源
Research & Writing , Latex , Language , Mathematics & Equation , Figures & Plots , BibTex & Reference , Grammar Mistakes & Typos , Supplementary Material , Others
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
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
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/...
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
Others:
Latex
一份其实很短的 LaTeX 入门文档 : 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 [ 豆瓣评论 ]
The Academic Word List : https://www.wgtn.ac.nz/lals/resources/academicwordlist
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
公式编辑器推荐!研究生写论文必备神器[知乎] : https://zhuanlan.zhihu.com/p/336084313
Annotated Latex Equations : https://github.com/synercys/annotated_latex_equations
Figures & Plots
Examples:
python可视化(案例)高颜值图的复现(学术论文、商业周刊)[CSDN] : https://blog.csdn.net/weixin_43636051/article/details/108701550
Others:
你值得拥有!8款科研论文做图软件[知乎] : https://zhuanlan.zhihu.com/p/134045056
科研论文中用什么软件作图最好?[知乎讨论] : https://www.zhihu.com/question/27172510/answer/2109849277
如何在论文中画出漂亮的插图?[知乎讨论] : https://www.zhihu.com/question/21664179
50种Matplotlib科研论文绘图合集,含代码实现[知乎] : https://zhuanlan.zhihu.com/p/220345912
你在科研中用什么软件作图?能展示一下吗?[知乎] : https://www.zhihu.com/question/268877581/answer/2277678667
论文中对比实验作图利器:MulimgViewer(多图像浏览器) : [ 知乎 ][ Github ]
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 & Reference
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
Grammar Mistakes & Typos
Checklist before Submitting a Journal Paper : http://staff.ustc.edu.cn/~jpq/writing/checklist.pdf
Language Editing Tools :
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
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/
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
VALSE Student Webinar 坐而论道or绝地反击:如何进行一次成功的Rebuttal?[Valse20220123] [ 视频-P1 ][ 视频-P2 ][ 视频-P3 ][ 活动主页 ]
Paper Reading
How to Read a Paper[S. Keshav] : http://blizzard.cs.uwaterloo.ca/keshav/home/Papers/data/07/paper-reading.pdf
ReadPaper论文阅读[沈向洋团队] : https://space.bilibili.com/1706874133
Best Paper Awards in Computer Science : https://jeffhuang.com/best_paper_awards/
III. Paper Writing[Journal]
Cover Letter
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]
Template
IV. 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
资深专家/优秀学生聊研究,写/审论文 :star2:
VALSE Student Webinar 坐而论道or绝地反击:如何进行一次成功的Rebuttal?[Valse20220123] [ 视频-P1 ][ 视频-P2 ][ 视频-P3 ][ 活动主页 ]
VALSE Student Webinar 论文写作那些事儿[Valse20220113] [ 视频-P1 ][ 视频-P2 ][ 视频-P3 ][ 视频-P4 ][ 活动主页 ]
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 ]
VALSE webinar 如何写/审AI领域的论文[Valse20200710] [ 视频链接 ][ Panel讨论 ]
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
How to Get Your CVPR Paper Rejected [Ming-Hsuan Yang]
Academic resource [Simon Peyton Jones, Microsoft.com]
Others
如何提高英文的科研写作能力[施一公] :转自施一公科学网博客
“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
V. Oral & Poster
Poster范例
VI. Other Resources
PaperRobot: Incremental Draft Generation of Scientific Ideas : Very Interesting!