In 2017, nearly all sub disciplines of artificial intelligence(AI) have gained a series of progresses. AI has widely applied into many fields. This paper selects human-computer fighting, driverless car, computer vision, natural language processing, smart speaker, medical treatment with AI, and AI chips as the representatives of the field, so as to review the hot topics of AI in 2017.
[1] DeepMind. The story of AlphaGo[EB/OL].[2017-12-27]. https://deepmind.com/research/alphago.
[2] Silver D, Schrittwieser J, Simonyan K, et al. Mastering the game of go without human knowledge[J]. Nature, 2017, 550(7676):354.
[3] Byron Spice, Gareth Allen. Upping the ante:Top poker pros face off vs. artificial intelligence[EB/OL]. (2017-01-04)[2017-12-27]. https://www.cmu.edu/news/stories/archives/2017/january/poker-pros-vs-AI.html.
[4] Baidu World 2017[EB/OL]. (2017-11-16)[2017-12-27]. http://baiduworld.baidu.com/2017/index.html.
[5] Navya and Keolis lauch the first autonomous, driverless and electric public transit vehicle to operate in US[EB/OL]. (2017-01-12)[2017-12-27]. http://navya.tech/en/navya-and-keolislauch-the-first-autonomus-driverless-and-electric-publictransit-vehicle-to-operate-in-u-s-2.
[6] Lyon. French autonomous vehicle maker navya announces michigan will be the location for its first U.S. assembly plant[EB/OL]. (2017-06-19)[2017-12-27]. http://navya.tech/en/fren-ch-autonomous-vehicle-maker-navya-announces-michigan-will-be-the-location-for-its-first-u-s-assembly-plant.
[7] 吕绍刚. 智能公交上路无人驾驶尚远[N]. 人民日报, 2017-12-07(12).
[8] Ryan Randazo. Here's what happened in uber's self-driving car crash[EB/OL]. (2017-03-30)[2017-12-28]. https://www.usatoday.com/story/news/nation-now/2017/03/30/self-drivinguber-crash-police-report/99814322.
[9] Ashish Kapoor, Shital Shah. Microsoft extends AirSim to include autonomous car research[EB/OL]. (2017-11-13)[2017-12-28]. https://www.microsoft.com/en-us/research/blog/autonomous-car-research.
[10] Guo Y, Zhang L, Hu Y, et al. Ms-celeb-1m:A dataset and benchmark for large-scale face recognition[C]//European Conference on Computer Vision. Springer International Publishing, 2016:87-102.
[11] MS-Celeb-1M. Leaderboard challenge-1@ICCV workshop 2017[EB/OL]. (2017-07-18)[2017-12-28]. http://www.msceleb.org/leaderboard/iccvworkshop-c1.
[12] Xiong W, Wu L, Alleva F, et al. The Microsoft 2017 conversational speech recognition system[EB/OL].[2017-08-20]. http://www.microsoft.com/en-us/research/publication/microsoft-20-17-conversational-speech-recognition-system.
[13] EMNLP 2017 second conference on machine translation (WMT2017)[EB/OL].[2017-12-28]. http://www.statmt.org/wmt17.
[14] Wang Y, Cheng S, Jiang L, et al. Sogou neural machine translation systems for WMT17[C]//Proceedings of the Second Conference on Machine Translation, 2017:410-415.
[15] Malerie Gokey. The best smart speaker you can buy:Amazon Echo vs. Google Home vs. Apple HomePod[EB/OL]. (2017-11-23)[2017-12-28]. http://www.businessinsider.com/bestsmart-speaker-amazon-echo/#the-best-smart-speaker-overall-1.
[16] 腾讯觅影——AI医学解决方案专家[EB/OL].[2017-12-28]. https://aiyixue.qq.com/official.
[17] Esteva A, Kuprel B, Novoa R A, et al. Dermatologist-level classification of skin cancer with deep neural networks[J]. Nature, 2017, 542(7639):115-118.
[18] Aoron Tilley. AI chip boom:This stealthy AI hardware starup is worth almost a billon[EB/OL]. (2017-08-31)[2017-12-28]. https://www.forbes.com/sites/aarontilley/2017/08/31/ai-chip-cerebras-systems-investment/#26370bc91529.
[19] Naveen Rao. Intel nervana neural network processors (NNP) redifine AI silicon[EB/OL]. (2017-10-17)[2017-12-28]. https://www.intelnervana.com/intel-nervana-neural-networkprocessors-nnp-redefine-ai-silicon.
[20] 吴月辉. 寒武纪新一代AI芯片发布[N]. 人民日报, 2017-11-07(12).
