专题论文

2017年人工智能研发热点回眸

  • 刘伟 ,
  • 倪桑
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  • 北京邮电大学人机交互与认知工程实验室, 北京 100876
刘伟,岗位教授,研究方向为人机交互、认知科学,电子信箱:twhlw@163.com

收稿日期: 2017-12-29

  网络出版日期: 2018-01-30

Review on hot topics artificial intelligence in 2017

  • LIU Wei ,
  • NI Sang
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  • Laboratory of Human-copmuter Interaction and Cognitive Engineering, Beijing University of Posts and Telecommunications, Beijing 100876, China

Received date: 2017-12-29

  Online published: 2018-01-30

摘要

2017年,人工智能研发领域取得了一系列进展,并在各个领域取得了广泛应用。本文遴选人机对战、无人驾驶、计算机视觉、自然语言处理、智能音箱、人工智能医疗、人工智能芯片等为代表,回顾2017年人工智能研发领域的热点事件。

本文引用格式

刘伟 , 倪桑 . 2017年人工智能研发热点回眸[J]. 科技导报, 2018 , 36(1) : 98 -103 . DOI: 10.3981/j.issn.1000-7857.2018.01.011

Abstract

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.

参考文献

[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).
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