Papers with Code
Papers with Code is Figure from the “Universal Transformers” paper. It is ranked #662 on the Dev Radar, in AI dev tools, first seen 19 days ago and shared in 12 posts (105.9k views).
What Papers with Code says about itself
Trending AI research papers with code, datasets, methods, and evaluation leaderboards.
What people said about Papers with Code on X
For folks wondering what Sliding Window Attention is, there's a method for it on Papers with Code Sliding Window Attention (SWA): A local attention pattern that restricts each token to attending only within a fixed-size neighborhood instead of the full sequence. This reduces attention and KV-cache memory for…
— @NielsRogge, 19 days ago · 276 likes · see the post
Learn more about Recurrent Depth Transformers in the following papers - https://paperswithcode.co/paper/2507.02199 - https://paperswithcode.co/paper/2604.07822 - https://paperswithcode.co/paper/2603.21676 - https://paperswithcode.co/paper/2405.15071
— @NielsRogge, 17 days ago · 200 likes · see the post
This is a good visual btw for Looped Transformers You just pass your inputs T times through the layers instead of just one time I highly recommend the post by @rasbt which explains the pros and cons Figure from the “Universal Transformers” paper https://paperswithcode.co/paper/1807.03819
— @NielsRogge, 17 days ago · 102 likes · see the post
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Papers with Code in numbers
- Rank on the Dev Radar: #662 of 1353
- Shared in 12 posts by 1 account: @NielsRogge
- 105.9k views on those posts
- First seen 19 days ago, last shared 2 days ago
- Pricing seen by Jev: free
- Market: AI dev tools
FAQ
What is Papers with Code?
Figure from the “Universal Transformers” paper It was first shared on X 19 days ago and is ranked #662 on the Dev Radar.
Is Papers with Code free?
Yes, it is free to use.
Who shared Papers with Code?
1 account on X, including @NielsRogge, in 12 posts totalling 105.9k views.
Every post is read and classified by Jev (TypeSafe): what it is, which market it belongs to, and whether the link is a real tool. 12.2k posts from 4.7k X accounts over the last 21 days, 1.4k tools, 12 markets. Collected every 5 minutes, fully re-ranked every hour — last update 2026-09-19 18:06 UTC. Full method.