Skip to content

creaitr/AI-conference-papers

Repository files navigation

AI-conference-papers

The papers published in top-tier AI conferences in recent years.

Conferences

AAAI ICLR CVPR ICML ICCV ECCV NIPS
2019 ✔️ ✔️ ✔️ ✔️ ✔️ - ✔️
2020 ✔️ ✔️ ✔️ ✔️ - ✔️ ✔️
2021 ✔️ ✔️ ✔️ ✔️ TBU - TBU

You can also see the github page.

Search papers

You can perform the paper search like a following example:

python search.py -conf nips\|aaai -year \>\=2020 \<2021 -title quantiz\&prunin

The log of command execution:

16 tsv files are listed...
Finished to read all paper lists (19744 entries)...
Search conditions:
  - Conferences: nips|aaai
  - Years: >=2020 <2021
  - Title: quantiz&prunin
The searched 2 papers are saved at result_20210829-050022.tsv!

In the saved tsv file:

	Year	Conf	Title	Link	Authors	Keywords
0	2020	nips	Bayesian Bits: Unifying Quantization and Pruning	https://papers.nips.cc/paper/2020/hash/3f13cf4ddf6fc50c0d39a1d5aeb57dd8-Abstract.html	Mart van Baalen, Christos Louizos, Markus Nagel, Rana Ali Amjad, Ying Wang, Tijmen Blankevoort, Max Welling	-
1	2020	nips	Position-based Scaled Gradient for Model Quantization and Pruning	https://papers.nips.cc/paper/2020/hash/eb1e78328c46506b46a4ac4a1e378b91-Abstract.html	Jangho Kim, KiYoon Yoo, Nojun Kwak	-

To do list

  • write a github page.
  • crawl abstract texts.
  • fix the NIPS tsv files.

References

About

The papers published in top-tier AI conferences in recent years.

Resources

License

Code of conduct

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published