2019人工智能发展报告.pdf

所需积分/C币:49 2019-12-12 10:17:52 20.3MB PDF
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2019年11月最新由清华大学-中国工程院知识智能联合研究中心、中国人工智能学会吴文俊人工智能科学技术评选基地共同发布史上最全、最专业的人工智能发展报告。 编制概要·······················································································1 1.1编制背景········································································11.2编制目标与方法·······························································3 2机器学习·······················································································4 2.1机器学习概念··································································42.2机器学习发展历史····························································62.3机器学习经典算法····························································72.4深度学习·······································································21 2.4.1卷积神经网络·························································242.4.2 AutoEncoder····························································262.4.3循环神经网络RNN··················································282.4.4网络表示学习与图神经网络(GNN)··························302.4.5增强学习·······························································322.4.6生成对抗网络·························································342.4.7老虎机··································································35 2.5人才概况·······································································372.6代表性学者简介······························································39 2.6.1国际顶级学者·························································402.6.2国内知名学者·························································50 2.7论文解读·······································································60 2.7.1 ICML历年最佳论文解读···········································632.7.2 NeurlPS历年最佳论文解读················ 计算机视觉···················································································85 3.1计算机视觉概念······························································853.2计算机视觉发展历史························································873.3人才概况······························································

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