Since there are too many papers published everyday, we may need some prelimnary paper filtering before actually reading them. Aside from looking at papers already published at top conferences, we could follow some social media sites that I think are providing good recommendations.
这里列一些值得关注的公众号或者社交媒体，上面推荐的文章基本都值得一读。
| Name | 类型 | Link | Note |
|---|---|---|---|
| Two Minute Papers | Youtube | Link | |
| Two Minute Papers | Link | ||
| Andrej Karpathy | Link | ||
| Andrej Karpathy | Youtube | Link | |
| Yann LeCun | Link | ||
| PaperWithCode | Link | ||
| PaperWithDatasets | Link | ||
| Google AI Blog | Blog | Link | |
| Awesome lists (of various research directions) on Github. They are usually more recent than survey papers at top journals. | |||
| 机器之心 | 微信公众号/知乎 | ||
| 量子位 | 微信公众号/知乎 | ||
| VALSE | 微信公众号 | Link | |
| 中国计算机学会 | 微信公众号 | ||
| 大可Offer | 微信公众号/知乎 (用于发招生信息) | ||
| 智源社区 | 微信公众号 | ||
| CCF视觉专委会 | 微信公众号 | ||
| CVer | 微信公众号/知乎 | ||
| 微软研究院AI头条 | 微信公众号 | ||
| ChallengeHub | 微信公众号 | 中国区全球赛事Top选手交流学习开源平台 | |
| CVHub | 微信公众号 | 计算机视觉全栈知识分享，最新顶会论文分享 | |
| Coggle数据科学 | 微信公众号 | 专注数据科学领域竞赛分享 | |
| GithubDaily | 微信公众号 | Github优质项目分享 | |
| 集智书童 | 微信公众号 | 科研和工业前沿知识分享 | |
| 老刘说NLP | 微信公众号 | 高质量NLP与LLMs模型知识分享 | |
| ReadPaper论文阅读平台 | 微信公众号 | 最新顶刊顶会论文领读 | |
| 新智元 | 微信公众号/知乎 | ||
| 医学图像计算青年研讨会 | 微信公众号 | 国内外顶尖医学图像领域学者研究学习平台 | |
| 最新医学影像技术 | 微信公众号 | 医学图像任务代码和数据集分享 |
It's important to have a platform to promote and discuss one's work other than at top conferences. In this list I aim to collect all kinds of social media sites where we could build our academic profiles.
Junwei: Having 1-3 profiles would be enough. I have way too many.
建立学术档案/自媒体账号，方便推荐、讨论自己的研究工作。
| Name | Type | Sample Link |
|---|---|---|
| Google Scholar | profile | Junwei's |
| Semantic Scholar | profile | Junwei's |
| Research Gate | profile | Junwei's |
| 百度学术 | profile | Junwei's |
| Aminer | profile | Junwei's |
| Github | profile/publish | Junwei's |
| publon | profile | Junwei's |
| ORCID | profile | Junwei's |
| kaggle | profile | Junwei's |
| AI Crowd | profile | Junwei's |
| IEEE Xplore Author | profile (cannot change) | Junwei's |
| DBLP | profile (cannot change) | Junwei's |
| OpenReview | profile | Junwei's |
| 小红书 | profile/publish | Junwei's |
| bilibili | profile/publish | Junwei's |
| Youtube | profile/publish | Junwei's |
| 知乎 | profile/publish | Junwei's |
| profile/publish | Junwei's | |
| profile/publish | Junwei's | |
| PaperWithCode | profile (cannot change) | Junwei's |
| 一亩三分地 | profile/publish (可用于发招生信息) | |
| profile/publish | ||
| quora | profile/publish | |
| 微博 | profile/publish | |
| 微信公众号 | profile/publish |