Papers with Code
paperswithcode.com
Papers with Code
1–10 of 22 posts
Re: Papers with Code
#2Is this a site that attaches code examples to state of the art research papers? This is excellent, if it's extensive.
Re: Papers with Code
#3This serves pretty much as an extensive Deep Learning State of the Art reference. See e.g. https://paperswithcode.com/sota/image-classification-on-imag....
I am impressed by its content. I use both for research (to track progress) and teaching. Previous references:
- Measuring the Progress of AI Research by Electronic Frontier Foundation, https://www.eff.org/ai/metrics
- Natural Language Processing Progress https://nlpprogress.com/
are great, but nowhere near Papers with Code, when it comes to the completeness, and UI.
Re: Papers with Code
#4Is this a site that attaches code examples to state of the art research papers? This is excellent, if it's extensive.
It is very extensive. It has a lot of fairly domain-specific work.
Re: Papers with Code
#5This is great! It always bugs me when I can't find an implementation of a paper to reference. I'm much more likely to read a paper if there is code associated with it.
Re: Papers with Code
#6Is it for AI related papers only?
Re: Papers with Code
#7This is great! It always bugs me when I can't find an implementation of a paper to reference. I'm much more likely to read a paper if there is code associated with it.
Unfortunately not all entries there have code, but it’s a good reference site.
Re: Papers with Code
#8Simple idea, great idea. Thanks.
Re: Papers with Code
#9Is it for AI related papers only?
The About page says it's just for Machine Learning papers.
Re: Papers with Code
#10Great!
I greatly enjoy publications that provide their implementation (or a simplified) version. Playing around with the problems yourself, can give a much greater insight and understanding in addition to the fundamental, written work.
However, I did encounter situations where providing the direct implementation was seen as a bad thing. It was thought of as `giving away your advantage' and squeezing out multiple papers before even thinking about publishing the code had their preference.
It is great to see more and more research publications go together with their implementations.