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Towards Fairness in Visual Recognition: Effective Strategies for Bias Mitigation



Zeyu Wang , Klint Qinami , Yannis Karakozis , Kyle Genova , Prem Nair , Kenji Hata , Olga Russakovsky


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ActivityNet Challenge 2017 Summary



Bernard Ghanem , Juan Carlos Niebles , Cees Snoek , Fabian Caba Heilbron , Humam Alwassel , Ranjay Khrisna , Victor Escorcia , Kenji Hata , Shyamal Buch

* 76 pages 

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Dense-Captioning Events in Videos



Ranjay Krishna , Kenji Hata , Frederic Ren , Li Fei-Fei , Juan Carlos Niebles

* 16 pages, 16 figures 

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A Glimpse Far into the Future: Understanding Long-term Crowd Worker Quality



Kenji Hata , Ranjay Krishna , Li Fei-Fei , Michael S. Bernstein

* 10 pages, 11 figures, accepted CSCW 2017 

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Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations



Ranjay Krishna , Yuke Zhu , Oliver Groth , Justin Johnson , Kenji Hata , Joshua Kravitz , Stephanie Chen , Yannis Kalantidis , Li-Jia Li , David A. Shamma , Michael S. Bernstein , Fei-Fei Li

* 44 pages, 37 figures 

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Embracing Error to Enable Rapid Crowdsourcing



Ranjay Krishna , Kenji Hata , Stephanie Chen , Joshua Kravitz , David A. Shamma , Li Fei-Fei , Michael S. Bernstein

* 10 pages, 7 figures, CHI '16, CHI: ACM Conference on Human Factors in Computing Systems (2016) 

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