593:, which aimed to use AI techniques to interpret images captured by drone cameras. Google told employees who protested the company's work on Project Maven that their role was "specifically scoped to be for non-offensive purposes." In June 2018, Google told employees it would not seek renewal of the contract. In internal emails which were later leaked to reporters, Li expressed enthusiasm for the Google Cloud role in Project Maven, but warned against mentioning its AI component, saying that military AI is linked in the public mind with the danger of
1231:
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350:
63:
625:, currently an assistant professor in Princeton University, co-founded and co-directed the precursor program at Stanford called SAILORS (Stanford AI Lab OutReach Summers). SAILORS was an annual summer camp at Stanford dedicated to 9th grade high school girls in AI education and research, established in 2015 till it changed its name to AI4ALL @Stanford in 2017. In 2018, AI4ALL has successfully launched five more summer programs in addition to Stanford, including
4622:
4602:
3077:'The following persons, who were directors of Twitter prior to the effective time of the merger, are no longer directors of Twitter: Bret Taylor, Parag Agrawal, Omid Kordestani, David Rosenblatt, Martha Lane Fox, Patrick Pichette, Egon Durban, Fei-Fei Li and Mimi Alemayehou,' Musk said in the filing.
609:
Li is also known for her non-profit work as the co-founder and chairperson of nonprofit organization AI4ALL, whose mission is to educate the next generation of AI technologists, thinkers and leaders by promoting diversity and inclusion through human-centered AI principles. The program was created in
518:
in 1999. Li completed her senior thesis, titled "Auditory
Binaural Correlogram Difference: A New Computational Model for Huggins Dichotic Pitch," under the supervision of Professor of Electrical Engineering Bradley Dickinson. During her years at Princeton, she returned home most weekends so that she
649:
We are at a turning point. AIās influence continues to grow, but representation and inclusion of a diversity of researchers in the field does not. Itās critical that we seize this moment to create structures that will support long-term, positive changes. This wonāt happen via a single mechanism or
1899:
Google secured the
Project Maven contract in late September, the emails reveal, after competing for months against several other "AI heavyweights" for the work...One of the terms of Google's contract with the Defense Department was that Google's involvement not be mentioned without the company's
1929:
Thousands of Google employees, including dozens of senior engineers, have signed a letter protesting the company's involvement in a
Pentagon program that uses artificial intelligence to interpret video imagery and could be used to improve the targeting of drone
2831:
Russakovsky, Olga; Deng, Jia; Su, Hao; Krause, Jonathan; Satheesh, Sanjeev; Ma, Sean; Huang, Zhiheng; Karpathy, Andrej; Khosla, Aditya; Bernstein, Michael; Berg, Alexander C.; Fei-Fei, Li (2014). "ImageNet Large Scale Visual
Recognition Challenge".
734:
Li has led the team of students and collaborators to organize the international competition on ImageNet recognition tasks called ImageNet Large-Scale Visual
Recognition Challenge (ILSVRC) between 2010 and 2017 in the academic community.
650:
quick fix. It starts with early education and extends to the existing structures of power within academia, work cultures among current AI researchers, and gatekeeping functions of research publishing, to name a few levers of change.
585:
as its Chief
Scientist of AI/ML and Vice President. At Google, her team focused on democratizing AI technology and lowering the barrier for entrance to businesses and developers, including the developments of products like AutoML.
1959:
Asked about her
September email, Dr. Li issued a statement: 'I believe in human-centered AI to benefit people in positive and benevolent ways. It is deeply against my principles to work on any project that I think is to weaponize
566:, and from 2007 to 2009, she was an assistant professor in the Computer Science Department at Princeton University. She joined Stanford in 2009 as an assistant professor, and was promoted to associate professor with
796:(UN) Scientific Advisory Board, established by Secretary-General AntĆ³nio Guterres. She is among seven external scientists on this board, which also includes the Chief Scientists from various UN agencies, the
2942:
Yang, Kaiyu; Qinami, Klint; Fei-Fei, Li; Deng, Jia; Russakovsky, Olga (January 27, 2020). "Towards fairer datasets: Filtering and balancing the distribution of the people subtree in the ImageNet hierarchy".
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Rector, and the
Secretary-Generalās Envoy on Technology. The board's primary aim is to offer independent perspectives on emerging trends that intersect science, technology, ethics, governance, and
2031:
2685:
2577:
738:
Li's research in computer vision contributed to a line of work called
Natural Scene Understanding, or later, story-telling of images. She was recognized for her work in this area by the
4771:
2151:
Earlier this month, Li joined
Melinda Gates and NVIDIA CEO Jensen Huang to create AI4All, an organization dedicated to encouraging AI adoption among communities underrepresented in AI.
403:. Li is a co-director of the Stanford Institute for Human-Centered Artificial Intelligence and a co-director of the Stanford Vision and Learning Lab. She served as the director of the
4721:
3106:
The board that oversaw Twitter Inc. during its tumultuous sale to Elon Musk has been dissolved, with the Tesla Inc. chief now serving as the social-media company's sole director.
2056:
603:, "I believe in human-centered AI to benefit people in positive and benevolent ways. It is deeply against my principles to work on any project that I think is to weaponize AI."
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727:
410:
In 2017, she co-founded AI4ALL, a nonprofit organization working to increase diversity and inclusion in the field of artificial intelligence. Her research expertise includes
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2626:
667:
Li was elected as a member of the American Academy of Arts and Sciences in 2021, the National Academy of Engineering in 2020, and the National Academy of Medicine in 2020.
1972:
4496:
3649:
574:(SAIL) from 2013 to 2018. She became the founding co-director of Stanford's University-level initiative - the Human-Centered AI Institute, along with co-director Dr.
4776:
804:. It is designed to act as a central hub for a network of scientific networks, enhancing the integration of scientific insights into UN decision-making processes.
547:
3474:
1468:"UN Secretary-General Creates Scientific Advisory Board for Independent Advice on Breakthroughs in Science and Technology | Meetings Coverage and Press Releases"
814:
551:
1782:
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706:
4801:
1614:
714:
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2317:
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The Google team worked to build technology that could automatically identify vehicles, buildings and other objects in video footage captured by drones
739:
3467:"Subcommittee on Research and Technology and Subcommittee on Energy Hearing - Artificial Intelligence ā With Great Power Comes Great Responsibility"
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in 2005. Li completed her dissertation, titled "Visual Recognition: Computational Models and Human Psychophysics," under the primary supervision of
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2109:
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Lifetime Achievements Innovation Award in the same year for her contributions to artificial intelligence. She was elected as a member of the
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1883:
1011:
4681:
1998:
1832:
1258:
710:
404:
3195:"NSF Award Search: Award#0845230 - CAREER: Telling the Story of a Visual World: Event Classification and Integrated Image Understanding"
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in 2016. She delivered a talk on the main stage of TED in Vancouver in 2015, and has since then been viewed more than 2 million times.
2226:
2083:
1635:
4661:
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1518:
Thompson, Jack Dunn,Selena Kuznikov,Jazz Tangcay,Jaden; Dunn, Jack; Kuznikov, Selena; Tangcay, Jazz; Thompson, Jaden (May 1, 2024).
789:
of the company, Li and eight others were removed from Twitter's nine-member board of directors, leaving Elon as the sole director.
722:
2524:
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professor Arnold Milstein. She has also worked on improving bias in image recognition, for instance by removing concepts with low
4696:
3854:
3624:"Computer scientist Fei-Fei Li '99 and ornithologist John Fitzpatrick *78 to receive top awards on Alumni Day | Princeton Alumni"
563:
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4751:
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She teaches the Stanford course CS231n on "Deep Learning for Computer Vision," whose 2015 version was previously online at
731:. Among her best-known work is the ImageNet project, which has revolutionized the field of large-scale visual recognition.
571:
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4628:
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786:
3089:
1913:
1354:
3072:
3047:"Twitter adds former Google VP and A.I. guru Fei-Fei Li to board as it seeks to play catch up with Google and Facebook"
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887:
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527:
125:
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1943:
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875:
438:
184:
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4120:
2057:"AI4All, created by Google Cloud's Fei-Fei Li, is pairing tech workers and high school students on AI projects"
1702:
1649:
2372:
1727:
562:
From 2005 to 2006, Li was an assistant professor in the Electrical and Computer Engineering Department at the
4786:
4115:
3804:
1884:"Google Plans Not to Renew Its Contract for Project Maven, a Controversial Pentagon Drone AI Imaging Program"
1757:
362:
3244:
2325:
483:. When she was 12, her father moved to the United States; when she was 15, she and her mother joined him in
4557:
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893:
881:
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683:. She has published more than 300 peer-reviewed research papers. Her work appears in computer science and
4608:
3904:
3830:
3446:
3169:"Microsoft Research Recognizes Computer Science's Most Promising Professors With New Faculty Fellowships"
2262:
2032:"Artificial intelligence has a racial bias problem. Google is funding summer camps to try to change that"
865:
2018 U.S. Congressional hearing by Subcommittee on Research and Technology & Subcommittee on Energy
4232:
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680:
630:
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In the fall of 2018, Li left Google and returned to Stanford University to continue her professorship.
494:
Li majored in physics but also studied computer science and engineering as an undergraduate student at
4633:
4491:
4130:
3961:
3784:
3702:""Godmother of A.I." Fei-Fei Li on technology development: "The power lies within people" - CBS News"
2164:
829:
825:
2010 Best Paper Honorable Mention, IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
511:
3401:
4532:
3789:
856:
for "contributions in building large knowledge bases for machine learning and visual understanding"
3675:
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4562:
4215:
4210:
4110:
3978:
3759:
2525:"Three Stanford faculty elected to the National Academy of Engineering | Department of Chemistry"
801:
701:
642:
411:
223:
152:
1671:"Auditory Binaural Correlogram Difference: A New Computational Model for Huggins Dichotic Pitch"
43:
4726:
4537:
4297:
4016:
4011:
2084:"Preparing Students for Tomorrow's Jobs: 10 Experts Offer Advice to Educators - Education Week"
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3219:
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2686:"Reconstruction of natural scenes from ensemble responses in the lateral geniculate nucleus"
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8:
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On her sabbatical from Stanford University from January 2017 to fall of 2018, Li joined
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4125:
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2712:
2702:
2602:
2456:
1137:
1016:
599:
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380:
3143:
3028:
2947:. FAT* '20. New York, NY, USA: Association for Computing Machinery. pp. 547ā558.
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2607:
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2428:
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2006:
1783:"Google Cloud Next '17 data, analytics and machine learning session video now online"
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1115:
1058:
634:
2402:
570:
in 2012, and then full professor in 2018. At Stanford, Li served as the director of
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3899:
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3825:
2948:
2707:
2697:
2656:
2646:
2597:
2589:
2500:"Ten Stanford faculty members elected to the American Academy of Arts and Sciences"
2448:
1493:"HAI Co-Director Fei-Fei Li Joins UN Secretary-General's Scientific Advisory Board"
1226:
840:
2016 J.K. Aggarwal Prize, International Association for Pattern Recognition (IAPR)
689:
622:
589:
In September 2017, Google secured a contract from the Department of Defense called
499:
415:
310:
281:
227:
157:
147:
3118:
2979:"Stanford University CS231n: Convolutional Neural Networks for Visual Recognition"
1558:
4471:
4415:
4237:
3879:
3799:
1973:"Google Cloud AI: Andrew Moore joining Google Cloud; Fei-Fei Li becoming advisor"
1382:
987:
575:
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in 1995. She was inducted to the Hall of Fame of Parsippany High School in 2017.
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320:
231:
142:
68:
62:
24:
3274:
2945:
Proceedings of the 2020 Conference on Fairness, Accountability, and Transparency
2917:
2794:
Deng, Jia; Dong, Wei; Socher, Richard; Li, Li-Jia; Li, Kai; Fei-Fei, Li (2009).
2578:"Neural mechanisms of rapid natural scene categorization in human visual cortex"
1758:"Google Hires Two Artificial Intelligence Experts To Lead Machine Learning Team"
4445:
4410:
4400:
4225:
3983:
3809:
3428:
2018 ACM Fellows Honored for Pivotal Achievements that Underpin the Digital Age
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2452:
1467:
1111:
The constitution of algorithms : ground-truthing, programming, formulating
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2010:
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2017 WITI@UC Athena Award for Academic Leadership, University of California
4476:
4307:
3722:
2721:
2670:
2651:
2611:
2136:"Google unveils second-generation TPU chips to accelerate machine learning"
1999:"Melinda Gates and Fei-Fei Li Want to Liberate AI from "Guys With Hoodies""
1259:"Melinda Gates and Fei-Fei Li Want to Liberate AI from "Guys With Hoodies""
1157:
1109:
754:
684:
615:
582:
520:
338:
315:
269:
235:
20:
3522:
3029:"Stanford University CS 131 Computer Vision: Foundations and Applications"
1520:"Keanu Reeves, Jung Kook, Hayao Miyazaki Among Gold House's A100 Honorees"
1439:
1222:
936:
Architects of Intelligence: The Truth About AI from the People Building it
4572:
4343:
4252:
4247:
3869:
3847:
946:, which explores her life path and the state of artificial intelligence.
656:
2593:
2197:
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1083:
675:
Li works on artificial intelligence, machine learning, computer vision,
4466:
4420:
4333:
4242:
4150:
4062:
4042:
3220:"CVPR 2010: IEEE Conference on Computer Vision and Pattern Recognition"
2222:
1914:"'The Business of War': Google Employees Protest Work for the Pentagon"
1308:
853:
769:. She has also taught CS131, an introductory class on computer vision.
463:. In 2024, Li made to the Gold Houseās most impactful Asian A100 list.
202:
2625:
Fei-Fei, Li; VanRullen, Rufin; Koch, Christof; Perona, Pietro (2002).
1177:
4461:
4430:
4328:
4172:
4135:
4072:
4026:
4021:
4006:
2627:"Rapid natural scene categorization in the near absence of attention"
782:
2380:
1735:
4363:
4195:
3650:"This Is The Future Of AI According To 23 World-Leading AI Experts"
3073:"Elon Musk, who runs four other companies, will now be Twitter CEO"
2347:
1084:"ImageNet: Where Have We Gone? Where Are We Going? with Fei-Fei Li"
916:
766:
430:
384:
167:
2838:
2293:"AI will change the world. Who will change AI? | Princeton AI4ALL"
4486:
4323:
4277:
4200:
4100:
4095:
4047:
3350:"One immigrant's path from cleaning houses to Stanford professor"
3252:
778:
664:
Li has been described as a "researcher bringing humanity to AI."
503:
480:
476:
472:
452:
On August 3, 2023, it was announced that Li was appointed to the
400:
93:
1911:
834:
2015 One of the Leading Global Thinkers of 2015, Foreign Policy
621:
Prior to establishing AI4ALL in 2017, Li and her former student
270:
Visual Recognition: Computational Models and Human Psychophysics
4501:
4481:
4353:
4145:
3451:
2292:
1246:
860:
843:
2016 One of the 40 āThe great immigrants,ā Carnegie Foundation
370:
263:
253:
2978:
2270:
1944:"How a Pentagon Contract Became an Identity Crisis for Google"
849:
2017 One of Seven Women in Technology honorees, Elle Magazine
792:
On 3 August 2023, Li Fei Fei was announced as a member of the
728:
IEEE Transactions on Pattern Analysis and Machine Intelligence
4302:
4282:
4272:
4267:
4262:
4257:
4220:
4052:
1114:. Geoffrey C. Bowker. Cambridge, Massachusetts. p. 272.
909:
434:
97:
2855:"Researchers Announce Advance in Image-Recognition Software"
4292:
2475:"An AI Pioneer, and the Researcher Bringing Humanity to AI"
2227:"This Girls' Summer Camp Could Help Change the World of AI"
1517:
1205:
1191:
781:
as an independent director. On October 27, 2022, following
4772:
Stanford University Department of Computer Science faculty
2624:
1636:"Parsippany High School to induct members to hall of fame"
3676:"The Worlds I See ā keeping the human at the heart of AI"
3599:"Computer Vision Awards ā The Computer Vision Foundation"
2551:"Five professors elected to National Academy of Medicine"
2110:"Why We Need More Women Taking Part In The AI Revolution"
1833:"Empowering businesses and developers to do more with AI"
1051:"Fei-Fei Li's Quest to Make Machines Better for Humanity"
433:
AI Most Influential People list in 2023 and received the
2813:
2576:
Peelen, Marius V.; Fei-Fei, Li; Kastner, Sabine (2002).
745:
In recent years, Fei-Fei Li's research work expanded to
552:
The Paul & Daisy Soros Fellowships for New Americans
548:
National Science Foundation Graduate Research Fellowship
4722:
2018 fellows of the Association for Computing Machinery
2830:
2318:"Pre-College Artificial Intelligence | Carnegie Mellon"
868:
2019 Technical Leadership Abie Award Winner, AnitaB.org
3275:"The Leading Global Thinkers of 2015 - Foreign Policy"
3119:"Home | Secretary-General's Scientific Advisory Board"
2257:
2255:
1808:"Cloud AutoML: Making AI accessible to every business"
1283:
871:
2019 She was recognized as one of the BBC's 100 women.
2941:
2887:
2885:
2883:
2796:"Imagenet: A large-scale hierarchical image database"
2429:"AI will change the world, so it's time to change AI"
707:
Conference on Computer Vision and Pattern Recognition
3090:"Elon Musk Ousts Twitter Board, Named Sole Director"
2575:
1912:
Shane, Scott; Wakabayashi, Daisuke (April 4, 2018).
3523:"BBC 100 Women 2019: Who is on the list this year?"
2684:Stanley, Garrett B; Fei-Fei, Li; Dan, Yang (1999).
2252:
1703:"Fei-Fei Li's Curriculum Vitae | Stanford Profiles"
1590:"Fei-Fei Li's Quest To Make Ai Better For Humanity"
1309:"Fei-Fei Li Ph.D. - Professor, Stanford University"
715:
Conference on Neural Information Processing Systems
498:, from which she graduated with high honors with a
2880:
2736:"Stanford Computer Vision Lab : Publications"
2683:
815:Paul and Daisy Soros Fellowship for New Americans
777:In May 2020, Li joined the board of directors of
740:International Association for Pattern Recognition
4648:
3700:Kent, Jo Ling; Breen, Kerry (November 8, 2023).
2793:
1563:Computer Science Department, Stanford University
4777:University of Illinois Urbana-Champaign faculty
3402:"ELLE's 2017 Women in Tech: Star Tech Voyagers"
3300:"Mark Everingham Prize ā¢ IEEE Computer Society"
2918:"Arnold Milstein's Profile | Stanford Profiles"
2631:Proceedings of the National Academy of Sciences
1005:
1003:
819:2006 Microsoft Research New Faculty Fellowship
696:Proceedings of the National Academy of Sciences
16:Chinese-American computer scientist (born 1976)
3082:
2427:Posner, Tess; Fei-Fei, Li (December 9, 2020).
2263:"Welcome to Stanford AI4ALL | Stanford AI4ALL"
1859:"A U.S. Secret Weapon in A.I.: Chinese Talent"
905:2022 Thomas S. Huang Memorial Prize, IEEE PAMI
4747:People from Parsippany-Troy Hills, New Jersey
3738:
2426:
2403:"Invent the Future - Simon Fraser University"
1587:
807:
546:. Her graduate studies were supported by the
387:, the dataset that enabled rapid advances in
3752:
2755:"Computer Eyesight Gets a Lot More Accurate"
1583:
1581:
1579:
1543:: CS1 maint: multiple names: authors list (
1000:
942:. In 2023, Li wrote and published a memoir,
597:. Asked about those leaked emails, Li told
4802:Members of the National Academy of Medicine
3471:Committee on Science, Space, and Technology
3375:"Athena Awards cap Women in Tech symposium"
2162:
1210:Stanford Artificial Intelligence Laboratory
711:International Conference on Computer Vision
466:
405:Stanford Artificial Intelligence Laboratory
379:; born July 3, 1976) is a Chinese-American
3745:
3731:
3004:"Machine learning courses online - FastML"
1935:
1877:
1875:
1559:"Li Fei-Fei: Biography; Vision; Princeton"
1229:
1142:: CS1 maint: location missing publisher (
972:
886:2020 Distinguished Alumni Award Winner of
456:Scientific Advisory Board, established by
348:
61:
4702:California Institute of Technology alumni
3699:
3673:
2952:
2837:
2711:
2701:
2660:
2650:
2601:
1576:
1033:
1012:"Seeking a Better Way to Find Web Images"
859:2018 "America's Top 50 Women In Tech" by
578:, former provost of Stanford University.
3399:
1192:"Stanford Vision and Learning Lab (SVL)"
985:
723:International Journal of Computer Vision
526:Li then pursued graduate studies at the
2852:
2752:
2133:
2082:Herold, Benjamin (September 27, 2017).
1905:
1872:
1444:American Academy of Arts & Sciences
1009:
564:University of Illinois Urbana-Champaign
4707:Chinese emigrants to the United States
4649:
3647:
3347:
2775:. Deeplearning.net. September 19, 2014
2127:
2081:
1996:
1881:
989:Connecting Images and Natural Language
912:Lifetime Achievements Innovation Award
751:Stanford University School of Medicine
719:European Conference on Computer Vision
557:
3726:
3648:Falcon, William (November 30, 2018).
2163:Castellanos, Sara (August 10, 2020).
2107:
1941:
1462:
1460:
1434:
1432:
1405:
1403:
1377:
1375:
1349:
1347:
1320:
1318:
1236:
1107:
901:American Academy of Arts and Sciences
837:2016 IEEE PAMI Mark Everingham Prize
747:artificial intelligence in healthcare
447:American Academy of Arts and Sciences
197:American Academy of Arts and Sciences
4583:Generative adversarial network (GAN)
3674:Thornhill, John (November 1, 2023).
3641:
3279:2015globalthinkers.foreignpolicy.com
2773:"imagenet 2014 Ā« Deep Learning"
2221:
1685:"Meet the Fellows | Fei-Fei Li"
961:
959:
572:Stanford Artificial Intelligence Lab
4692:American writers of Chinese descent
3433:Association for Computing Machinery
3329:York, Carnegie Corporation of New.
2853:Markoff, John (November 17, 2014).
1588:Hempel, Jessi (November 13, 2018).
1216:
1010:Markoff, John (November 19, 2012).
979:
13:
4682:American women computer scientists
2703:10.1523/JNEUROSCI.19-18-08036.1999
1668:
1457:
1429:
1400:
1372:
1344:
1315:
1048:
996:(PhD thesis). Stanford University.
888:California Institute of Technology
528:California Institute of Technology
126:California Institute of Technology
14:
4818:
3400:Langmuir, Molly (July 12, 2017).
3348:Blanco, Octavio (July 21, 2016).
2753:Markoff, John (August 18, 2014).
1034:Gershgorn, Dave (July 26, 2017).
956:
639:University of California Berkeley
485:ParsippanyāTroy Hills, New Jersey
395:professor of computer science at
4662:21st-century American scientists
4621:
4620:
4600:
3693:
3667:
3616:
3591:
3566:
3379:CITRIS and the Banatao Institute
3335:Carnegie Corporation of New York
3328:
938:(2018) by the American futurist
3541:
3515:
3489:
3473:. June 26, 2018. Archived from
3459:
3439:
3419:
3393:
3367:
3341:
3322:
3292:
3267:
3237:
3212:
3187:
3161:
3144:"Meet the Fellows | Fei-Fei Li"
3136:
3111:
3065:
3039:
3021:
2996:
2971:
2935:
2910:
2846:
2824:
2806:
2787:
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2746:
2728:
2677:
2618:
2569:
2543:
2517:
2492:
2467:
2420:
2395:
2365:
2340:
2310:
2285:
2215:
2190:
2156:
2134:Johnson, Khari (May 17, 2017).
2101:
2075:
2049:
2024:
1990:
1965:
1851:
1825:
1800:
1775:
1750:
1720:
1695:
1677:
1662:
1642:
1628:
1607:
1551:
1511:
1485:
1387:National Academy of Engineering
1301:
1276:
1251:
1198:
1184:
876:National Academy of Engineering
475:, China in 1976 and grew up in
439:National Academy of Engineering
185:National Academy of Engineering
4742:Paul & Daisy Soros Fellows
4697:Businesspeople from New Jersey
4533:Recurrent neural network (RNN)
4523:Differentiable neural computer
1170:
1150:
1101:
1076:
1042:
1036:"Investment in the Technology"
1027:
934:Li contributed one chapter to
772:
375:
366:
1:
4737:Parsippany High School alumni
4667:American nonprofit executives
4578:Variational autoencoder (VAE)
4538:Long short-term memory (LSTM)
3805:Computational learning theory
3075:. Reuters. October 31, 2022.
1997:Hempel, Jessi (May 4, 2017).
1942:Shane, Scott (May 30, 2018).
1900:permission, the emails state.
1882:Conger, Kate (June 1, 2018).
1326:"TIME100 AI 2023: Fei-Fei Li"
949:
749:, collaborating closely with
542:and secondary supervision of
399:and former board director at
4757:Princeton University faculty
4732:Machine learning researchers
4687:American computer scientists
4558:Convolutional neural network
3578:Council on Foreign Relations
2322:admission.enrollment.cmu.edu
1415:National Academy of Medicine
894:Council on Foreign Relations
882:National Academy of Medicine
443:National Academy of Medicine
191:National Academy of Medicine
46:when mentioning individuals.
7:
4797:21st-century American women
4752:Princeton University alumni
4712:Computer vision researchers
4553:Multilayer perceptron (MLP)
2165:"The Changes AI Will Bring"
1284:"AI4ALL - Official Website"
922:2024 Woodrow Wilson Award,
899:2021 Elected member of the
880:2020 Elected member of the
874:2020 Elected member of the
760:
670:
519:could work in her parents'
10:
4823:
4807:Directors of Twitter, Inc.
4782:Women nonprofit executives
4629:Artificial neural networks
4543:Gated recurrent unit (GRU)
3769:Differentiable programming
2453:10.1038/d41586-020-03412-z
830:Alfred P. Sloan Fellowship
808:Selected honors and awards
681:computational neuroscience
631:Carnegie Mellon University
33:
18:
4596:
4510:
4454:
4383:
4316:
4188:
4088:
4081:
4035:
3999:
3962:Artificial neural network
3942:
3818:
3785:Automatic differentiation
3758:
986:Karpathy, Andrej (2016).
512:computational mathematics
391:in the 2010s. She is the
383:, known for establishing
333:
329:
303:
280:
262:
241:
219:
212:
176:
135:
112:
104:
76:
60:
53:
4677:American women academics
4672:American science writers
3790:Neuromorphic engineering
3753:Differentiable computing
968:publications indexed by
929:
467:Early life and education
42:. This article uses
34:The native form of this
4792:Writers from New Jersey
4762:Scientists from Beijing
4563:Residual neural network
3979:Artificial Intelligence
3331:"2016 Great Immigrants"
3094:The Wall Street Journal
2954:10.1145/3351095.3375709
2690:Journal of Neuroscience
1355:"Intel Innovation 2023"
1108:Jaton, Florian (2020).
802:sustainable development
702:Journal of Neuroscience
643:Simon Fraser University
530:, where she received a
412:artificial intelligence
224:Artificial Intelligence
153:Artificial intelligence
4767:Sloan Research Fellows
4717:Educators from Beijing
2652:10.1073/pnas.092277599
2529:chemistry.stanford.edu
1158:"Profiles: Fei-Fei Li"
822:2009 NSF CAREER Award
677:cognitive neuroscience
662:
536:electrical engineering
489:Parsippany High School
424:cognitive neuroscience
422:, computer vision and
163:Cognitive neuroscience
4518:Neural Turing machine
4106:Human image synthesis
2922:profiles.stanford.edu
2108:Walravens, Samantha.
1707:profiles.stanford.edu
647:
487:. She graduated from
4787:Writers from Beijing
4609:Computer programming
4588:Graph neural network
4163:Text-to-video models
4141:Text-to-image models
3989:Large language model
3974:Scientific computing
3780:Statistical manifold
3775:Information geometry
3628:alumni.princeton.edu
3477:on December 27, 2018
3310:on December 27, 2018
2893:"IAPR - IAPR Awards"
2297:ai4all.princeton.edu
2202:www.cs.princeton.edu
1738:on December 21, 2018
1669:Li, Fei Fei (1999).
627:Princeton University
612:Melinda French Gates
532:Doctor of Philosophy
506:and certificates in
496:Princeton University
429:Li was named in the
120:Princeton University
3955:In-context learning
3795:Pattern recognition
3033:vision.stanford.edu
2983:cs231n.stanford.edu
2740:vision.stanford.edu
2643:2002PNAS...99.9596L
2594:10.1038/nature08103
2557:. November 18, 2019
2531:. February 10, 2020
2445:2020Natur.588S.118P
2273:on December 2, 2019
2267:ai4all.stanford.edu
2225:(August 31, 2015).
2169:Wall Street Journal
1728:"Human-Centered AI"
1655:Stanford University
1638:. January 29, 2017.
1622:phs.pthsd.k12.nj.us
1417:. November 18, 2019
1332:. September 7, 2023
1163:Stanford University
892:2020 Member of the
687:journals including
610:collaboration with
558:Career and research
516:engineering physics
407:from 2013 to 2018.
397:Stanford University
249:Stanford University
4548:Echo state network
4436:JĆ¼rgen Schmidhuber
4131:Facial recognition
4126:Speech recognition
4036:Software libraries
3529:. October 15, 2019
3435:, December 5, 2018
3381:. November 7, 2017
3096:. October 31, 2022
2859:The New York Times
2759:The New York Times
2383:on August 24, 2018
2198:"Olga Russakovsky"
2063:. February 3, 2018
1863:The New York Times
1650:"CV of Fei-Fei Li"
1017:The New York Times
600:The New York Times
595:autonomous weapons
381:computer scientist
44:Western name order
4644:
4643:
4406:Stephen Grossberg
4379:
4378:
3255:on March 14, 2018
2964:978-1-4503-6936-7
2696:(18): 8036ā8042.
2377:bair.berkeley.edu
2328:on March 20, 2019
1977:Google Cloud Blog
1812:Google Cloud Blog
1787:Google Cloud Blog
1121:978-0-262-36323-5
635:Boston University
458:Secretary-General
445:in 2020, and the
356:
355:
304:Doctoral students
214:Scientific career
4814:
4634:Machine learning
4624:
4623:
4604:
4359:Action selection
4349:Self-driving car
4156:Stable Diffusion
4121:Speech synthesis
4086:
4085:
3950:Machine learning
3826:Gradient descent
3747:
3740:
3733:
3724:
3723:
3717:
3716:
3714:
3712:
3697:
3691:
3690:
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3645:
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3636:
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3561:
3559:
3545:
3539:
3538:
3536:
3534:
3519:
3513:
3512:
3510:
3508:
3497:"Dr. Fei-Fei Li"
3493:
3487:
3486:
3484:
3482:
3463:
3457:
3456:
3443:
3437:
3436:
3423:
3417:
3416:
3414:
3412:
3397:
3391:
3390:
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3386:
3371:
3365:
3364:
3362:
3360:
3345:
3339:
3338:
3326:
3320:
3319:
3317:
3315:
3306:. Archived from
3304:www.computer.org
3296:
3290:
3289:
3287:
3285:
3271:
3265:
3264:
3262:
3260:
3251:. Archived from
3241:
3235:
3234:
3232:
3230:
3224:tab.computer.org
3216:
3210:
3209:
3207:
3205:
3191:
3185:
3184:
3182:
3180:
3175:. April 26, 2006
3165:
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2637:(14): 9596ā601.
2622:
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2562:
2547:
2541:
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2504:AAAS at Stanford
2496:
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2464:
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2418:
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2399:
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2388:
2379:. Archived from
2369:
2363:
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2360:
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2344:
2338:
2337:
2335:
2333:
2324:. Archived from
2314:
2308:
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2305:
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2289:
2283:
2282:
2280:
2278:
2269:. Archived from
2259:
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2219:
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1924:
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1896:
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1869:
1865:. June 9, 2020.
1855:
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1798:
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1779:
1773:
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1768:
1754:
1748:
1747:
1745:
1743:
1734:. Archived from
1732:hai.stanford.edu
1724:
1718:
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1699:
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1499:. August 3, 2023
1497:hai.stanford.edu
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1088:learning.acm.org
1080:
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1031:
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1024:
1007:
998:
997:
983:
977:
976:
963:
944:The Worlds I See
852:2018 Elected as
660:
623:Olga Russakovsky
502:with a major in
500:Bachelor of Arts
461:Antonio Guterres
416:machine learning
377:
368:
352:
347:
344:
342:
340:
311:Olga Russakovsky
282:Doctoral advisor
276:
228:Machine Learning
158:AI in healthcare
148:Machine learning
90:
86:
84:
65:
51:
50:
4822:
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4811:
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4640:
4592:
4506:
4472:Google DeepMind
4450:
4416:Geoffrey Hinton
4375:
4312:
4238:Project Debater
4184:
4082:Implementations
4077:
4031:
3995:
3938:
3880:Backpropagation
3814:
3800:Tensor calculus
3754:
3751:
3721:
3720:
3710:
3708:
3698:
3694:
3684:
3682:
3680:Financial Times
3672:
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3557:
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3521:
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3506:
3504:
3503:. June 12, 2019
3495:
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2682:
2678:
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2588:(7251): 94ā97.
2574:
2570:
2560:
2558:
2555:NAM at Stanford
2549:
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1839:. July 24, 2018
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1689:www.pdsoros.org
1683:
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1615:"Press release"
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1049:Hempel, Jessi.
1047:
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984:
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964:
957:
952:
932:
810:
775:
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757:from ImageNet.
673:
661:
655:Fei-Fei Li and
654:
641:, and Canada's
576:John Etchemendy
560:
471:Li was born in
469:
393:Sequoia Capital
389:computer vision
337:
325:
321:Andrej Karpathy
299:
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232:Computer Vision
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143:Computer vision
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113:Alma mater
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4446:Ilya Sutskever
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4411:Demis Hassabis
4408:
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4401:Ian Goodfellow
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3984:Language model
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3970:
3969:
3959:
3958:
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3946:
3944:
3940:
3939:
3937:
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3934:Autoregression
3931:
3926:
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3924:
3914:
3912:Regularization
3909:
3908:
3907:
3902:
3897:
3887:
3882:
3877:
3875:Loss functions
3872:
3867:
3862:
3857:
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3850:
3840:
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3820:
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3810:Inductive bias
3807:
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3755:
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3666:
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3603:www.thecvf.com
3590:
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3514:
3488:
3458:
3438:
3418:
3392:
3366:
3340:
3321:
3291:
3266:
3245:"Past Fellows"
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3186:
3160:
3135:
3110:
3081:
3064:
3053:. May 12, 2020
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2439:(7837): S118.
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2189:
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2126:
2100:
2088:Education Week
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1989:
1964:
1948:New York Times
1934:
1918:New York Times
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970:Google Scholar
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4727:Living people
4725:
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4708:
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4511:Architectures
4509:
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4459:
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4455:Organizations
4453:
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4419:
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4414:
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4409:
4407:
4404:
4402:
4399:
4397:
4394:
4392:
4391:Yoshua Bengio
4389:
4388:
4386:
4382:
4372:
4371:Robot control
4369:
4365:
4362:
4361:
4360:
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4347:
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4342:
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4321:
4319:
4315:
4309:
4306:
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4301:
4299:
4296:
4294:
4291:
4289:
4288:Chinchilla AI
4286:
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4264:
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4018:
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4002:
3998:
3990:
3987:
3986:
3985:
3982:
3980:
3977:
3975:
3972:
3968:
3967:Deep learning
3965:
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3956:
3953:
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3856:
3855:Hallucination
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2818:image-net.org
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2104:
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2085:
2078:
2062:
2058:
2052:
2037:
2033:
2027:
2012:
2008:
2004:
2000:
1993:
1978:
1974:
1968:
1961:
1949:
1945:
1938:
1931:
1919:
1915:
1908:
1901:
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1521:
1514:
1498:
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1469:
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1445:
1441:
1440:"New Members"
1435:
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1404:
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1360:
1356:
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833:
831:
828:2011 Fellow,
827:
824:
821:
818:
816:
812:
811:
805:
803:
799:
798:UN University
795:
790:
788:
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636:
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624:
619:
617:
613:
607:
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592:
591:Project Maven
587:
584:
579:
577:
573:
569:
565:
555:
553:
549:
545:
544:Christof Koch
541:
540:Pietro Perona
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420:deep learning
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295:Christof Koch
293:
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290:Pietro Perona
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89:(age 48)
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59:
52:
49:
45:
41:
37:
36:personal name
30:
26:
22:
4477:Hugging Face
4441:David Silver
4425:
4089:Audioāvisual
3943:Applications
3922:Augmentation
3767:
3709:. Retrieved
3705:
3695:
3683:. Retrieved
3679:
3669:
3657:. Retrieved
3653:
3643:
3633:November 10,
3631:. Retrieved
3627:
3618:
3608:November 10,
3606:. Retrieved
3602:
3593:
3581:. Retrieved
3577:
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3556:. Retrieved
3552:
3543:
3533:December 17,
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3526:
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3505:. Retrieved
3500:
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3481:December 27,
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3475:the original
3470:
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3450:
3447:"Fei-Fei Li"
3441:
3427:
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3411:December 27,
3409:. Retrieved
3405:
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3378:
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3353:
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3314:December 27,
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3308:the original
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3227:. Retrieved
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3202:. Retrieved
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3007:
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2982:
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