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Chen Yu

University of Rochester

ZR-2021VG: Zero-Resource Speech Challenge, Visually-Grounded Language Modelling track, 2021 edition


Jul 14, 2021
Afra Alishahia, Grzegorz Chrupała, Alejandrina Cristia, Emmanuel Dupoux, Bertrand Higy, Marvin Lavechin, Okko Räsänen, Chen Yu


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Reverse-engineer the Distributional Structure of Infant Egocentric Views for Training Generalizable Image Classifiers


Jun 12, 2021
Satoshi Tsutsui, David Crandall, Chen Yu

* Accepted to 2021 CVPR Workshop on Egocentric Perception, Interaction and Computing (EPIC) 

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Sparse online relative similarity learning


Apr 15, 2021
Dezhong Yao, Peilin Zhao, Chen Yu, Hai Jin, Bin Li


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A Computational Model of Early Word Learning from the Infant's Point of View


Jun 04, 2020
Satoshi Tsutsui, Arjun Chandrasekaran, Md Alimoor Reza, David Crandall, Chen Yu

* Accepted by Annual Conference of the Cognitive Science Society (CogSci) 2020. (Oral Acceptance Rate = 177/811 = 22%) 

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A Self Validation Network for Object-Level Human Attention Estimation


Oct 31, 2019
Zehua Zhang, Chen Yu, David Crandall

* Accepted by NeurIPS 2019 

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Active Object Manipulation Facilitates Visual Object Learning: An Egocentric Vision Study


Jun 04, 2019
Satoshi Tsutsui, Dian Zhi, Md Alimoor Reza, David Crandall, Chen Yu

* Accepted at 2019 CVPR Workshop on Egocentric Perception, Interaction and Computing (EPIC) 

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Decentralized Online Learning: Take Benefits from Others' Data without Sharing Your Own to Track Global Trend


Mar 28, 2019
Yawei Zhao, Chen Yu, Peilin Zhao, Ji Liu

* Second version: revise Assumption 1 (there is a typo in the first version); add experiments (see Figure 2); revise Algorithm 1 in a more clear way 

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Adversarially Trained Model Compression: When Robustness Meets Efficiency


Feb 10, 2019
Shupeng Gui, Haotao Wang, Chen Yu, Haichuan Yang, Zhangyang Wang, Ji Liu

* 29 pages, 15 figures, 11 tables 

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P-MCGS: Parallel Monte Carlo Acyclic Graph Search


Oct 28, 2018
Chen Yu, Jianshu Chen, Jie Zhong, Ji Liu


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AutoML from Service Provider's Perspective: Multi-device, Multi-tenant Model Selection with GP-EI


Oct 28, 2018
Chen Yu, Bojan Karlas, Jie Zhong, Ce Zhang, Ji Liu


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Distributed Learning over Unreliable Networks


Oct 17, 2018
Hanlin Tang, Chen Yu, Cedric Renggli, Simon Kassing, Ankit Singla, Dan Alistarh, Ji Liu, Ce Zhang


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Iterative Machine Teaching


Nov 17, 2017
Weiyang Liu, Bo Dai, Ahmad Humayun, Charlene Tay, Chen Yu, Linda B. Smith, James M. Rehg, Le Song

* Published in ICML 2017 

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Detecting User Engagement in Everyday Conversations


Oct 13, 2004
Chen Yu, Paul M. Aoki, Allison Woodruff

* Proc. 8th Int'l Conf. on Spoken Language Processing (ICSLP) (Vol. 2), Jeju Island, Republic of Korea, Oct. 2004, 1329-1332. ISCA. 
* 4 pages (A4), 1 figure (EPS) 

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