{"id":27444950,"url":"https://github.com/sinclaircoder/do-research-in-ai","last_synced_at":"2026-02-15T15:08:42.562Z","repository":{"id":85523677,"uuid":"376211359","full_name":"SinclairCoder/do-research-in-AI","owner":"SinclairCoder","description":"A repository of useful research/skill-upgrading talks or acticles in NLP/CV/AI Area (in Chinese).","archived":false,"fork":false,"pushed_at":"2024-07-27T12:12:20.000Z","size":26,"stargazers_count":77,"open_issues_count":0,"forks_count":9,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-06-05T11:26:28.460Z","etag":null,"topics":["ai","computer-vision","nlp-machine-learning","reseach"],"latest_commit_sha":null,"homepage":"https://zhuanlan.zhihu.com/p/380217157","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/SinclairCoder.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2021-06-12T05:40:01.000Z","updated_at":"2025-05-08T22:09:28.000Z","dependencies_parsed_at":"2025-04-15T03:17:54.706Z","dependency_job_id":"01f7f232-ee94-40c7-8d8f-a471efe1c46d","html_url":"https://github.com/SinclairCoder/do-research-in-AI","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/SinclairCoder/do-research-in-AI","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SinclairCoder%2Fdo-research-in-AI","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SinclairCoder%2Fdo-research-in-AI/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SinclairCoder%2Fdo-research-in-AI/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SinclairCoder%2Fdo-research-in-AI/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SinclairCoder","download_url":"https://codeload.github.com/SinclairCoder/do-research-in-AI/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SinclairCoder%2Fdo-research-in-AI/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":276085248,"owners_count":25582513,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-09-20T02:00:10.207Z","response_time":63,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["ai","computer-vision","nlp-machine-learning","reseach"],"created_at":"2025-04-15T03:17:52.628Z","updated_at":"2025-09-20T10:58:39.197Z","avatar_url":"https://github.com/SinclairCoder.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# AI领域科研讲座/经验帖子分享\n\n给大家分享一些来自于一线科研人员带来的科研分享/技能提升讲座与经验分享帖子，帮助大家科研路上升级打怪。\n\n![](https://img.shields.io/badge/build-welcome%20to%20contribute%EF%BC%81-brightgreen.svg) ![](https://img.shields.io/github/stars/SinclairCoder/do-research-in-AI?style=social) ![](https://img.shields.io/github/contributors/SinclairCoder/do-research-in-AI?style=social)\n\n\n## 方法论\n\nBy Naiyan Wang:\n\n- [如何评价 Kaiming He 在 ICCV 2017 上拿下双 Best 的 paper？ - Naiyan Wang的回答](https://www.zhihu.com/question/67119841/answer/263317039): 哪怕很小的很细节的东西深入思考都可以做成一篇paper，产生不可磨灭的影响。\n- [对于读博或者长期做科研，选一个自己喜欢的方向比较好，还是选一个不那么喜欢、但容易出成果的方向比较好？](https://www.zhihu.com/question/65483475/answer/238850727): 科研research taste的培养与方法论。\n- [闲聊几句科研三观 - Naiyan Wang的文章](https://zhuanlan.zhihu.com/p/37042197): 科研应该慢下来，科研不需要有神秘感，科研应该要有敬畏心，科研要有责任心。\n- [老文重发：我的PhD总结暨关于PhD的十个问题](https://zhuanlan.zhihu.com/p/438640120)\n\n\n\n\n\n## Talk\n\n### 智源研究院\n- [x] **2021智源大会 科研技能提升讲座**\n  - [x] [清华大学刘洋: 如何撰写高质量科技论文](https://www.bilibili.com/video/BV1QK4y1g71C)\n  - [x] [北京大学施柏鑫: 审稿视角下的计算机视觉论文从投稿到接收](https://www.bilibili.com/video/BV1p64y1R7JP) [文字版](https://mp.weixin.qq.com/s?__biz=MzA5ODEzMjIyMA==\u0026mid=2247612318\u0026idx=1\u0026sn=b54621e959c2f4850a3fcc7486e0199a\u0026chksm=90953e0da7e2b71b660dc0a7feefbf08a26db78bee5eaba73bf277ee0562b98d6d32a4a1d093\u0026mpshare=1\u0026scene=23\u0026srcid=0623cDFA9oHwwdz4aCtpF8di\u0026sharer_sharetime=1624455513912\u0026sharer_shareid=e3fac610a51f80cbddf092286e1a80a1#rd)\n  - [x] [Panel: 刘知远、赵鑫、施柏鑫共话AI青年科研人员成长之路(文字版)](https://mp.weixin.qq.com/s?__biz=MzA5ODEzMjIyMA==\u0026mid=2247609974\u0026idx=1\u0026sn=8f7e24564b905893536d536bb06f6471\u0026chksm=909527e5a7e2aef35cf35cc93b4cacafa8e1b2a63e8af6627e25d91348f3884364c81ef05bc8\u0026mpshare=1\u0026scene=23\u0026srcid=0612Y2h0bzkx8ZVAkkmWCfik\u0026sharer_sharetime=1623471321678\u0026sharer_shareid=e3fac610a51f80cbddf092286e1a80a1#rd) [[video]](https://hub.baai.ac.cn/view/8660)\n\n- [ ] [智源论坛Live丨论文写作线上专题报告会：三位青年科学家深入指导学术论文写作](https://www.bilibili.com/video/BV1n7411o7dU)\n  - [ ] [计算所兰艳艳：论文写作小白的成长之路](https://www.bilibili.com/video/BV1n7411o7dU?p=1)\n  - [ ] [北京大学施柏鑫：计算机视觉论文从投稿到接受](https://www.bilibili.com/video/BV1Ha4y1x7sk)\n  - [ ] [如何以初学者角度写好一篇国际（顶级）学术论文](https://www.bilibili.com/video/BV1n7411o7dU?p=3)\n\n- [x] **CCL 2020 学生研讨会**\n  - [x] [赵鑫老师：研究生的早期科研之路](https://www.bilibili.com/video/BV1cD4y1R7WL)\n  - [x] [冯洋老师：冲击最佳论文需要知道的事情 4:29:00开始](https://www.bilibili.com/video/BV1zA411j7h5)\n  - [x] [复旦大学桂韬：当 NLP 邂逅 Social Media – 我的小目标与大坚持 5:30:20开始](https://www.bilibili.com/video/BV1zA411j7h5)\n  - [x] [上海交通大学张倬胜：科研历练中的自我认知与坚持 5:55:25开始](https://www.bilibili.com/video/BV1zA411j7h5)\n  - [x] [panel讨论：如何克服科研中的不良情绪 6:16:50开始](https://www.bilibili.com/video/BV1zA411j7h5)\n- [x] [初入科研领域，如何正确做科研？丨智源论坛·青年学者研讨会 北大李夏、清华大学游凯超、北理工魏恺轩、清华大学于是担任嘉宾，交流论文写作、平衡科研与生活、和导师合作做科研等话题。](https://www.bilibili.com/video/BV1A54y1D7HX)\n\n- [ ] [清华大学刘洋：浅谈研究生学位论文选题方法](https://www.bilibili.com/video/BV1fE411g7Kj)\n\n\n\n\n\n**北京智源研究院[学者说栏目](https://space.bilibili.com/424100065/channel/detail?cid=150211)**：\n\n- [x] [北京智源采访：唐杰学术生涯的两条核心精神：专注+成为第一](https://www.bilibili.com/video/BV1uK411A7JR)  清华大学教授唐杰：学术生涯的两条核心精神 1.专注，专注，再专注 2.做事情追求极致\n- [x] [北京智源采访：唐杰教授：从学生到学者的四个阶段](https://www.bilibili.com/video/BV1ay4y1k721) 清华大学教授唐杰，谈从学生到学者的四个阶段 阶段一：在引路人的带领下，把一件事情做到最好； 阶段二：想一个Idea，在被告知哪些不能做后，把能做的部分做到极致； 阶段三：完全独立地想一个Idea，并独立地做完、做好； 阶段四：能够带着第一阶段的人，引导他把一件事情做好。\n- [x] [北京智源采访：赵鑫：研究生正确的科研道路应该是什么？](https://www.bilibili.com/video/BV1RK4y177dw) 快速入门科研，正确的道路是什么？中国人民大学高瓴人工智能学院，长聘副教授赵鑫认为，关键在于，如何从宽泛的人工智能技术，缩到一个可做的一个题目。有四个步骤：打基础、读论文、定方向、锁定研究课题。\n- [x] [北京智源采访：赵鑫：本科生存在的最大问题是什么？](https://www.bilibili.com/video/BV1NV411y7oM) 本科生存在的最大问题是什么？想得太多，做的太少。一个人的精力是有限的，认准一个事情，沉下心来，认真把它做出来，无论学业，还是事业，必将成为人生赢家。\n- [x] [北京智源采访：刘知远：博士生的三种境界](https://www.bilibili.com/video/BV1ra4y1j7pc)  清华大学计算机系副教授刘知远，谈博士生的三种境界 境界一：能够解决开放问题——面对一片未知，找出一条路。 境界二：具备科研方向感——知道哪些问题是重要且能被解决的。 境界三：负有领域责任感——对领域未来发展，负有责任感；领域兴亡，匹夫有责。\n- [x] [北京智源采访：沈华伟：优秀学者，应该是什么样的？](https://www.bilibili.com/video/BV14p4y1k7bx) 优秀学者的三层境界： 1、解决问题，为领域发展做贡献； 2、传道受业，带起一批人； 3、突破自我，服务社会。\n\n### [VALSE Webinar](https://space.bilibili.com/562085182)\n\n   - [ ] [20210407【如何做出高水平的科研工作？--来自顶会AC/PC的观点】Panel](https://www.bilibili.com/video/BV1bB4y1w7Kq)\n   - [ ] [20200710 如何写/审AI领域的论文](https://www.bilibili.com/video/BV1bB4y1w7Kq)\n\n### MSRA\n- [ ] [2021 CVPR 论文分享会 | Panel Discussion：与学术新星畅谈计算机视觉科研之\"路\" 主持人：王井东 Panel嘉宾：潘金山，宋舒然，孙晨，吴佳俊，汤思宇，朱俊彦，张祥雨](https://www.bilibili.com/video/BV1HN411f7fj)\n\n**沈向洋博士的分享：**\n- [ ] [沈向洋：有效的科研法则](https://www.bilibili.com/video/BV17Q4y1T7ML?from=search\u0026seid=1663734638736103523)\n- [ ] [沈向洋 清华大学讲座 How to do research? 01](https://www.bilibili.com/video/BV1kk4y1C7xJ?from=search\u0026seid=10079993400395745686)\n- [ ] [沈向洋博士2020.5.14直播\"You are how you read\"](https://www.bilibili.com/video/BV1df4y1m74k?from=search\u0026seid=1663734638736103523)\n\n\n### AI TIME\n- [ ] [我的科研生涯 从博士到博导-张弘扬](https://www.bilibili.com/video/BV1XX4y1A7eH)\n- [ ] [多语言学习：如何从兴趣到科研-胡俊杰](https://www.bilibili.com/video/BV1Po4y1C71T)\n\n\n## Article\n最近看了一个系列，@[王晋东不在家](https://www.zhihu.com/people/jindongwang)的 **研究生活九帖**\n\n- [x] [ResearchGo:研究生活第一帖——文献检索与管理](https://zhuanlan.zhihu.com/p/22323250?refer=wjdml)\n- [x] [ResearchGo:研究生活第二贴——文献阅读](https://zhuanlan.zhihu.com/p/22402393?refer=wjdml)\n- [x] [ResearchGo:研究生活第三帖——阅读辅助](https://zhuanlan.zhihu.com/p/22622502?refer=wjdml)\n- [x] [ResearchGo:研究生活第四帖——文献调研](https://zhuanlan.zhihu.com/p/23178836?refer=wjdml)\n- [x] [ResearchGo:研究生活第五帖——文献综述](https://zhuanlan.zhihu.com/p/23356843?refer=wjdml)\n- [x] [ResearchGo:研究生活第六帖——如何讲论文](https://zhuanlan.zhihu.com/p/23872063?refer=wjdml)\n- [x] [ResearchGo:研究生活第七帖——专利检索与申请](https://zhuanlan.zhihu.com/p/25191025)\n- [x] [ResearchGo:研究生活第八帖——写论文、做PPT、写文档必备工具集锦](https://zhuanlan.zhihu.com/p/62100815)\n- [x] [ResearchGo: 研究生活第九帖——当我们在读论文时，我们在读些什么？](https://zhuanlan.zhihu.com/p/124855923)\n\n\n赵鑫老师的分享，感觉启发很大\n\n- [x] [赵鑫老师：计算机系本科生开展科研学习的九问九答](https://zhuanlan.zhihu.com/p/139287474)\n- [x] [赵鑫老师：研究生的早期科研之路](https://zhuanlan.zhihu.com/p/149020933)\n- [x] [赵鑫老师：比较简短的博士鸡汤和避坑分享](https://zhuanlan.zhihu.com/p/201353873)\n- [ ] [赵鑫老师：庖丁解牛剖析国际学术论文写作的快速入门](https://mp.weixin.qq.com/s/v8AuRYtLuQoRkwgsreqsZw)\n\n\u003cbr /\u003e\n\n- [ ] [刘知远老师：如何写一篇合格的NLP论文](https://zhuanlan.zhihu.com/p/58752815)\n- [ ] [周志华教授：如何做研究与写论文](https://zhuanlan.zhihu.com/p/98747105)\n- [x] [清华刘洋：论文写作，信息为表，逻辑为骨，思想为心](https://mp.weixin.qq.com/s?__biz=MzU5ODg0MTAwMw==\u0026mid=2247501863\u0026idx=1\u0026sn=550faec84106d09d4e60c4daf339695f\u0026chksm=febc8be3c9cb02f568c214e93221a02e9c2f7bff91779ab05cff80852d9708a4e44bb77e70fc\u0026mpshare=1\u0026scene=23\u0026srcid=0720uq5AgnUvF3ll6EX9iQYu\u0026sharer_sharetime=1626786536952\u0026sharer_shareid=f5e76e932a68e64366a850087d240f3c#rd) [[video]](https://hub.baai.ac.cn/view/8658)\n- [x] [香侬科技 李纪为: 初入NLP领域的一些小建议](https://zhuanlan.zhihu.com/p/59184256)\n- [ ] [知乎提问：一个博士生接受怎样的训练是完整、全面的科研训练？](https://www.zhihu.com/question/384512106/answer/1131397675)\n\n- [x] [小川Ryan：研究生新生要怎么看论文](https://www.zhihu.com/question/304334959/answer/828667356)\n- [x] [小川Ryan：博士自救指南之文献阅读篇](https://zhuanlan.zhihu.com/p/271170768)\n\n- [x] [沈向洋、华刚：读科研论文的三个层次、四个阶段与十个问题](https://zhuanlan.zhihu.com/p/163227375)\n\n- [x] [李正华老师的一些感触和思考](http://hlt.suda.edu.cn/index.php/My-thoughts-zhenghua)\n\n- [x] [田渊栋：作为入行数年的专业科研工作者，你每周看几篇 paper ？](https://www.zhihu.com/question/30022694/answer/224543003)\n- [x] [如何看待本科生科研？](https://www.zhihu.com/question/457315333/answer/1871259279)\n\n- [x] [王鸿伟: 没有导师的指导，研究生如何阅读文献、提出创见、写论文？](https://www.zhihu.com/question/23647187/answer/568803695)\n\n\u003cbr /\u003e\n\n- [ ] [清华姚班教师劝退文：读博，你真的想好了吗？](https://mp.weixin.qq.com/s?__biz=MzA5ODEzMjIyMA==\u0026mid=2247612544\u0026idx=2\u0026sn=0486229e5b1dd56fdaaba08ae9b49995\u0026chksm=90953113a7e2b80547bb5bca96519d19f5e224bb941342cd2abe065578a9e4f578164daec629\u0026mpshare=1\u0026scene=23\u0026srcid=06244m9oScThhVGeq1QRWMz4\u0026sharer_sharetime=1624532114632\u0026sharer_shareid=e3fac610a51f80cbddf092286e1a80a1#rd)\n\n\u003cbr /\u003e\n\n**一些大牛的经历：**\n\n看过了很多人的Phd总结，愈发觉得每个Phd都各自有各自的苦难，共同的点是无非是焦虑，科研压力，同龄人压力，经济/家庭压力等等，不同的是每个人情况不一样机遇不一样，大家都是各显神通，于是乎才有了下面这些帖子：\n\n- [x] [李沐：博士这五年](https://zhuanlan.zhihu.com/p/25099638)\n- [x] [陈天奇：机器学习科研的十年](https://zhuanlan.zhihu.com/p/74249758)\n- [ ] [Shou Zheng: 计算机视觉 | 哥大读博五年总结（全）](https://zhuanlan.zhihu.com/p/338193330)\n- [x] [前紧后松：清华读博前两年的焦虑与成长](https://zhuanlan.zhihu.com/p/567991883)\n- [ ] 更多请参考：[读博总结的总结：整理优质的CS读博(PhD)总结和建议文章](https://zhuanlan.zhihu.com/p/347223193)\n\n**博士修行指导资源汇总帖子：**\n- [ ] [Doing the PhD](https://github.com/shengyp/doing_the_PhD)\n- [ ] [NLP Phd Gobal Equality](https://github.com/zhijing-jin/nlp-phd-global-equality)\n\n\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsinclaircoder%2Fdo-research-in-ai","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsinclaircoder%2Fdo-research-in-ai","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsinclaircoder%2Fdo-research-in-ai/lists"}