本页为DUT-ICE《深度学习》《深度学习与算法设计》《科技论文写作》等课程教学收集,教学/科研目的可随意转载,水平有限,不足之处见谅。 课程简版Video[待上传], 课程简版PPT[待上传]
- I. Paper Writing[General Guidelines]
- II. Paper Writing[Conference]
- III. Paper Writing[Journal]
- IV. Online Reports & Slides
- V. Oral & Poster
- VI. Other Resources
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🌟 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
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🌟 做研究与写论文[周志华]:https://zhuanlan.zhihu.com/p/98747105
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🌟 De-Mystifying Good Research and Good Papers [Fei-fei Li]:https://bigaidream.gitbooks.io/tech-blog/content/2014/de-mystifying-good-research.html
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🌟Research Guidelines by Jan van Gemert:https://jvgemert.github.io/links.html
- General Research/Writing/Template/Presentation/Poster/Reviewing/Rebuttal/...
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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
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Others:
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🌟 Overleaf:https://www.overleaf.com/
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一份其实很短的 LaTeX 入门文档:https://liam.page/2014/09/08/latex-introduction/
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LaTeXStudio:[Homepage][Github][B站]
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The Elements of Style:http://www.jlakes.org/ch/web/The-elements-of-style.pdf [豆瓣评论]
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The Academic Word List:https://www.wgtn.ac.nz/lals/resources/academicwordlist
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https://github.com/beacandler/awesome-cv-writing [A very interesting collection and summary]
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A Brief Introduction to Mathematical Writing:https://jmlr.csail.mit.edu/reviewing-papers/knuth_mathematical_writing.pdf
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Mathematical Writing:http://jmlr.csail.mit.edu/reviewing-papers/knuth_mathematical_writing.pdf
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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
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Examples:
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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: 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🌟]:https://github.com/wangdongdut/PaperWriting/blob/master/Writing%20Tips-bib.docx
- 全网最全·文献管理软件[知乎]:https://zhuanlan.zhihu.com/p/146484505
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⭐Checklist before Submitting a Journal Paper: http://staff.ustc.edu.cn/~jpq/writing/checklist.pdf
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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],...
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Professional Language Editing:American Journal Experts, Elsevier Webshop, SpringerNature Language Editing, Wiley Editing Services, ...
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Source Codes:
- ⭐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.
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Spotlight Slides:
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Detailed Derivation & Descriptions:
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High-resolution and Vivid Images, Cartoon & Videos:
- ⭐Deep Paper Gestalt:https://github.com/vt-vl-lab/paper-gestalt [知乎]
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How to write a good CVPR submission[Bill Freeman]:https://billf.mit.edu/sites/default/files/documents/cvprPapers.pdf 2018-version
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How to write a good paper(Jitendra Malik):https://www.cc.gatech.edu/~parikh/citizenofcvpr/static/slides/malik_write_good_paper.pdf
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NIPS paper evaluation criteria:http://nips07.stanford.edu/NIPS-evaluation.html
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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/
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Research Guidelines by Jan van Gemert:https://jvgemert.github.io/links.html
- General Research/Writing/Template/Presentation/Poster/Reviewing/Rebuttal/...
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More Resources:See Online Reports & Slides
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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/
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浅谈学术论文Rebuttal[魏秀参]:https://zhuanlan.zhihu.com/p/104298923
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学术论文投稿与返修(Rebuttal)分享[叶茫]:https://zhuanlan.zhihu.com/p/344008879
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如何写学术论文的Rebuttal?[知乎讨论]:https://www.zhihu.com/question/32055996
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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
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How to Write A Rebuttal of Paper Review:https://stephenxichen.wordpress.com/2014/01/21/how-to-write-a-rebuttal-of-paper-review/
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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
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How to Read a Paper[S. Keshav]:http://blizzard.cs.uwaterloo.ca/keshav/home/Papers/data/07/paper-reading.pdf
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深度学习论文精读[李沐]:https://github.com/mli/paper-reading
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ReadPaper论文阅读[沈向洋团队]:https://space.bilibili.com/1706874133
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Best Paper Awards in Computer Science:https://jeffhuang.com/best_paper_awards/
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How to Write an Effective Response Letter to a Journal Editor and Reviewers
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Writing Effective Revision Response Letters[Niklas Elmqvist]
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Reviewing Papers and Writing Response Letters[Elena Parmiggiani]
- 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
- 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
- VALSE Student Webinar 论文写作那些事儿[Valse20220113][视频链接][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]
- 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]
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 Write A Great Research Paper
- How to Write A Great Research Proposal
- How to Give a Great Research Talk
- 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
- 从IEEE汇刊主编视角看如何提升科技论文质量[过敏意]
- Scientific Paper Writing from Ming-ming Cheng
- 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
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Poster范例
- 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,计算机视觉研究入门全指南
- [如何做研究][如何写论文][CSDN]
- 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]