发现热门 ML/DL 研究论文的网站
Keep you updated with state of the art technology is really important in the Machine learning and deep learning field.
让您了解最先进的技术在机器学习和深度学习领域非常重要。
There are some tips from Andre NG on how to read research papers. https://www.youtube.com/watch?v=733m6qBH-jI
Andre NG 提供了一些关于如何阅读研究论文的建议。
https://www.youtube.com/watch?v=733m6qBH-jI
So, where can we find the popular papers?那么，我们在哪里可以找到热门论文呢？=
* paperswithcode — Browse State-of-the-Art
The papers are well categorized so you can follow what =Andre =said, choose an area of interest like semantic segmentation, and read 15–20 papers to get a good understanding of this field. More importantly, you can find the paper’s code.这些论文分类很好，因此您可以按照 Andre 所说的内容，选择一个感兴趣的领域，例如语义分割，并阅读 15-20 篇论文以很好地理解该领域。更重要的是，您可以找到论文的代码。
* labml.ai Deep Learning Paper Implementations
59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, …), optimizers (adam, adabelief, …), gans(cyclegan, stylegan2, …), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, … 🧠59 深度学习论文的实现/教程，并排注释📝;包括 Transformer （Original， XL， Switch， Feedback， VIT等）， 优化器 （Adam， AdaBelief， ...）， GANS（Cyclegan， StyleGan2， ...）， 🎮 强化学习 （PPO， DQN）， CapsNet， Distillation ...🧠
This is a collection of simple PyTorch implementations of neural networks and related algorithms. These implementations are documented with explanations. So you are able to read the paper while understanding how to implement it by Pytorch.这是神经网络和相关算法的简单 PyTorch 实现的集合。这些实现记录了说明。因此，您可以在阅读本文的同时了解如何通过 Pytorch 实现它。
* labml.ai — Trending Research Papers
The most popular research papers on social media like Twitter. You can easily find links to download papers, paper summaries, explanation videos, and discussions.Twitter 等社交媒体上最受欢迎的研究论文。您可以轻松找到下载论文、论文摘要、解释视频和讨论的链接。
The chrome extension is really helpful as well.chrome 扩展程序也非常有用。
This extension shows you the following details about research papers:
✨ 2-line summary
✨ Availability source code, videos, and discussions
✨ Popularity on Twitter
✨ Conferences
* Paper lists made by Aman
A summary of key papers in Computer Vision, NLP, and Speech recognition.
计算机视觉、NLP 和语音识别方面的关键论文摘要。
Deep Learning Monitor
=Another website where you can find the hot papers on social media.另一个您可以在社交媒体上找到热门论文的网站。=
The great feature is that you can create some monitors with the keywords related to the topic of interest and check new updates every one or two weeks. Once you find a good paper and you log in Mendeley on this website, you can directly send it to your Mendeley account.很棒的功能是您可以使用与感兴趣主题相关的关键字创建一些监视器，并每隔一两周检查一次新的更新。一旦你找到一篇好的论文并在本网站上登录 Mendeley，你就可以直接将其发送到你的 Mendeley 帐户。
