AI重要论文
AI重要论文
OpenAI 的前首席科学家 Ilya Sutskever 开出了一份论文清单，一共包含30篇论文。
他说："如果你真正学会了所有这些，你就会知道当今 AI 的 90% 重要内容。"
https://nlp.seas.harvard.edu/annotated-transformer/
https://scottaaronson.blog/?p=762
https://karpathy.github.io/2015/05/21/rnn-effectiveness/
https://colah.github.io/posts/2015-08-Understanding-LSTMs/
https://arxiv.org/pdf/1409.2329.pdf
https://www.cs.toronto.edu/~hinton/absps/colt93.pdf
https://arxiv.org/pdf/1506.03134.pdf
https://arxiv.org/pdf/1511.06391.pdf
https://arxiv.org/pdf/1811.06965.pdf
https://arxiv.org/pdf/1512.03385.pdf
https://arxiv.org/pdf/1511.07122.pdf
https://arxiv.org/pdf/1704.01212.pdf
https://arxiv.org/pdf/1706.03762.pdf
https://arxiv.org/pdf/1409.0473.pdf
https://arxiv.org/pdf/1603.05027.pdf
https://arxiv.org/pdf/1706.01427.pdf
https://arxiv.org/pdf/1611.02731.pdf
https://arxiv.org/pdf/1806.01822.pdf
https://arxiv.org/pdf/1405.6903.pdf
https://arxiv.org/pdf/1410.5401.pdf
https://arxiv.org/pdf/1512.02595.pdf
https://arxiv.org/pdf/2001.08361.pdf
https://arxiv.org/pdf/math/0406077.pdf
https://www.vetta.org/documents/Machine_Super_Intelligence.pdf