1 Adam: A stochastic optimization method Adam: A stochastic optimization method. The article was published on 20 15 with 47774 citations.
By 2020, this article has reached the highest number of citations known to mankind. An article about artificial intelligence has been cited the most, which proves that the scientific community attaches importance to artificial intelligence. Not only the scientific community has great interest in the field of artificial intelligence, but also European and American countries are taking artificial intelligence as the main development object in the future. The United States has doubled its investment in artificial intelligence, and the European Union has increased its investment by 70%. Adam: A stochastic optimization method can get the highest citation, indicating that there will be fierce competition in artificial intelligence in the future. Coincidentally, after this article, most of the most cited articles also involve artificial intelligence.
2. The article "Depth Residual Learning of Image Recognition" was published on 20 16, with the reference number of 25256.
The concept of deep residual learning comes from four China students, including He Yu. He, from the Department of Physics in Tsinghua University, is now an artificial intelligence scientist on Facebook. Judging from the number of citations in the article, it is enough to explain the influence of this method proposed by him on the industry.
3 "Make R-CNN Faster: Real-time Object Detection Using Regional Proposal Network" was published on 20 15 with reference number 19507.
4 "Deep Learning", the article was published on 20 15 and was cited 16750 times.
5 "The entanglement is deeper", the article was published on 20 15, with reference number 14424.
This article has become one of the compulsory papers in computer image processing.
6 "Realizing human-level control through deep reinforcement learning" was published on 20 15, cited 10394 times.
The article "Completely Conventional Network for Semantic Segmentation" was published on 20 15 with the reference number of 10 153.
Sepsis and Septic Shock, the Third International Consensus on the Definition of Sepsis and Septic Shock (Sepsis -3) was published on 20 16 with the reference number of 8576.
The differential expression analysis of 10 Limma Porwers for RNA sequencing and microarray research was published on 20 15 with the reference number of 8328.
Articles 9 and 10 are two medical papers that have nothing to do with computers among the first ten papers. Does this mean that apart from artificial intelligence, medicine will have the greatest impact on human society in the future?
The last article to be said is worth mentioning, although it did not enter 10. Mastering Go Strategy with Deep Neural Network and Tree Search was published on 20 16 with 8209 references.
This article is about David Silver, a professor at University College London, whose team AlphaGo defeated Ke Jie, a nine-stage Go player. Nothing can better explain the future of artificial intelligence than the defeat of super brain by artificial intelligence, and it may also be a big event of extreme fear. What should people do when machines can't beat people?