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Federated Visual Classification with Real-World Data Distribution

Mar 18, 2020
Tzu-Ming Harry Hsu, Hang Qi, Matthew Brown


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Advances and Open Problems in Federated Learning

Dec 10, 2019
Peter Kairouz, H. Brendan McMahan, Brendan Avent, Aurélien Bellet, Mehdi Bennis, Arjun Nitin Bhagoji, Keith Bonawitz, Zachary Charles, Graham Cormode, Rachel Cummings, Rafael G. L. D'Oliveira, Salim El Rouayheb, David Evans, Josh Gardner, Zachary Garrett, Adrià Gascón, Badih Ghazi, Phillip B. Gibbons, Marco Gruteser, Zaid Harchaoui, Chaoyang He, Lie He, Zhouyuan Huo, Ben Hutchinson, Justin Hsu, Martin Jaggi, Tara Javidi, Gauri Joshi, Mikhail Khodak, Jakub Konečný, Aleksandra Korolova, Farinaz Koushanfar, Sanmi Koyejo, Tancrède Lepoint, Yang Liu, Prateek Mittal, Mehryar Mohri, Richard Nock, Ayfer Özgür, Rasmus Pagh, Mariana Raykova, Hang Qi, Daniel Ramage, Ramesh Raskar, Dawn Song, Weikang Song, Sebastian U. Stich, Ziteng Sun, Ananda Theertha Suresh, Florian Tramèr, Praneeth Vepakomma, Jianyu Wang, Li Xiong, Zheng Xu, Qiang Yang, Felix X. Yu, Han Yu, Sen Zhao


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Measuring the Effects of Non-Identical Data Distribution for Federated Visual Classification

Sep 13, 2019
Tzu-Ming Harry Hsu, Hang Qi, Matthew Brown


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Low-Shot Learning with Imprinted Weights

Apr 06, 2018
Hang Qi, Matthew Brown, David G. Lowe

* CVPR 2018 

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Scene-centric Joint Parsing of Cross-view Videos

Feb 05, 2018
Hang Qi, Yuanlu Xu, Tao Yuan, Tianfu Wu, Song-Chun Zhu

* Accepted by AAAI 2018 

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Lift-Based Bidding in Ad Selection

Feb 13, 2016
Jian Xu, Xuhui Shao, Jianjie Ma, Kuang-chih Lee, Hang Qi, Quan Lu

* AAAI 2016 

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A Restricted Visual Turing Test for Deep Scene and Event Understanding

Dec 16, 2015
Hang Qi, Tianfu Wu, Mun-Wai Lee, Song-Chun Zhu


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Joint Image-Text News Topic Detection and Tracking with And-Or Graph Representation

Dec 15, 2015
Weixin Li, Jungseock Joo, Hang Qi, Song-Chun Zhu


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Smart Pacing for Effective Online Ad Campaign Optimization

Jun 18, 2015
Jian Xu, Kuang-chih Lee, Wentong Li, Hang Qi, Quan Lu

* KDD'15, August 10-13, 2015, Sydney, NSW, Australia 

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