科学网—名家博士论文157：人工智能教母李飞飞博士论文2005年加州理工学院
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2026-8-24 07:20
| 个人分类: 名家博士论文 | 系统分类: 科研笔记
在《 名家博士论文 152 ：人工智能教父杰弗里 · 辛顿博士论文 1978 年爱丁堡大学 》里，主人翁是辛顿， 人工智能教父， Godfather of AI 。有没有 Godmother of AI 呢？有的，就是李飞飞，一位 CBA(Chinese-Born American) 。关于李飞飞是人工智能教母，不是我说的，也不只是华语圈说的，是某种意义上全球公认的，证据之一是：时代杂志 (TIME) 评选的 TIME100 AI 2025 ，对其介绍的第一句就是 “Known as the "Godmother of AI," Fei-Fei Li played a foundational role in the creation of AI image-recognition systems during the ’00s, which helped spur the deep learning revolution. ”
李飞飞是美国国家工程院 (National Academy of Engineering) 院士和美国艺术与科学院 (American Academy of Arts and Sciences) 院士。美国艺术与科学院对其介绍相对详细， https://www.amacad.org/person/fei-fei-li ， Dr. Fei-Fei Li is the inaugural Sequoia Professor in the Computer Science Department at Stanford University, and Co-Director of Stanford’s Human-Centered AI Institute. She served as the Director of Stanford’s AI Lab from 2013 to 2018. And during her sabbatical from Stanford from January 2017 to September 2018, she was Vice President at Google and served as Chief Scientist of AI/ML at Google Cloud. Dr. Fei-Fei Li obtained her B.A. degree in physics from Princeton in 1999 with High Honors, and her PhD degree in electrical engineering from California Institute of Technology (Caltech) in 2005. She joined Stanford in 2009 as an assistant professor. Prior to that, she was on faculty at Princeton University (2007-2009) and University of Illinois Urbana-Champaign (2005-2006). Dr. Fei-Fei Li’s current research interests include cognitively inspired AI, machine learning, deep learning, computer vision and AI+healthcare especially ambient intelligent systems for healthcare delivery. In the past she has also worked on cognitive and computational neuroscience. Dr. Li has published more than 200 scientific articles in top-tier journals and conferences, including Nature, PNAS, Journal of Neuroscience, CVPR, ICCV, NIPS, ECCV, ICRA, IROS, RSS, IJCV, IEEE-PAMI, New England Journal of Medicine, Nature Digital Medicine, etc. Dr. Li is the inventor of ImageNet and the ImageNet Challenge, a critical large-scale dataset and benchmarking effort that has contributed to the latest developments in deep learning and AI. In addition to her technical contributions, she is a national leading voice for advocating diversity in STEM and AI. She is co-founder and chairperson of the national non-profit AI4ALL aimed at increasing inclusion and diversity in AI education.
图 1 ：李飞飞
2005 年，李飞飞获得加州理工学院博士学位。其博士论文题目为： Visual recognition: Computational models and human psychophysics ( 视觉识别：计算模型与人类心理物理学 ) ，论文全文： 李飞飞博士论文.pdf 。此文收录在科睿唯安的 ProQuest Dissertations & Theses Global (ProQuest 全球博硕论文数据库 ) 中，数据库中此文链接为： https://www.proquest.com/docview/305004393 。
李飞飞是 CBA ，出生在中国的美国人，出生地是北京，在成都长大， 15 岁随父母移民美国。大学毕业后，李飞飞还回到中国，在西藏研究了一年藏医。很可能是老外常说的 Gap year 。
图 2 ：李飞飞大学毕业后在西藏研究藏医
在《 名家博士论文 140 ：计算机视觉一代宗师黄煦涛博士论文 1963 年麻省理工学院 》里，我们提到 黄煦涛先生奖掖后学，就包括李飞飞：李飞飞的第 1 份教职 ( 伊利诺伊大学厄巴纳 - 香槟分校 ) 就来自黄煦涛的积极推荐。据说李飞飞视黄先生为人生导师，黄先生逝世时李飞飞也专门进行了悼念。华人在全球 AI 学界和业界，有地位，也有传承。
图 3 ：李飞飞悼念黄煦涛夫妇
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