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Boyu Wang

On the benefits of representation regularization in invariance based domain generalization


May 30, 2021
Changjian Shui, Boyu Wang, Christian Gagné

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Aggregating From Multiple Target-Shifted Sources


May 09, 2021
Changjian Shui, Zijian Li, Jiaqi Li, Christian Gagné, Charles Ling, Boyu Wang

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Multi-task Learning by Leveraging the Semantic Information


Mar 03, 2021
Fan Zhou, Brahim Chaib-draa, Boyu Wang

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Invariant Feature Learning for Sensor-based Human Activity Recognition


Dec 14, 2020
Yujiao Hao, Boyu Wang, Rong Zheng

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Distribution Matching for Crowd Counting


Oct 25, 2020
Boyu Wang, Huidong Liu, Dimitris Samaras, Minh Hoai

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* NeurIPS 2020 
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Uncertainty Estimation and Sample Selection for Crowd Counting


Oct 04, 2020
Viresh Ranjan, Boyu Wang, Mubarak Shah, Minh Hoai

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* ACCV 2020 
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Interactive Visual Study of Multiple Attributes Learning Model of X-Ray Scattering Images


Sep 03, 2020
Xinyi Huang, Suphanut Jamonnak, Ye Zhao, Boyu Wang, Minh Hoai, Kevin Yager, Wei Xu

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* IEEE Transactions on Visualization & Computer Graphics 2020 
 * IEEE SciVis Conference 2020 
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Beyond $\mathcal{H}$-Divergence: Domain Adaptation Theory With Jensen-Shannon Divergence


Jul 30, 2020
Changjian Shui, Qi Chen, Jun Wen, Fan Zhou, Christian Gagné, Boyu Wang

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Domain Generalization with Optimal Transport and Metric Learning


Jul 21, 2020
Fan Zhou, Zhuqing Jiang, Changjian Shui, Boyu Wang, Brahim Chaib-draa

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Lifelong Policy Gradient Learning of Factored Policies for Faster Training Without Forgetting


Jul 14, 2020
Jorge A. Mendez, Boyu Wang, Eric Eaton

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Discriminative Active Learning for Domain Adaptation


May 24, 2020
Fan Zhou, Changjian Shui, Bincheng Huang, Boyu Wang, Brahim Chaib-draa

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MEUZZ: Smart Seed Scheduling for Hybrid Fuzzing


Feb 20, 2020
Yaohui Chen, Mansour Ahmadi, Reza Mirzazade farkhani, Boyu Wang, Long Lu

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Multi-view Subspace Clustering via Partition Fusion


Dec 03, 2019
Juncheng Lv, Zhao Kang, Boyu Wang, Luping Ji, Zenglin Xu

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Deep Active Learning: Unified and Principled Method for Query and Training


Nov 20, 2019
Changjian Shui, Fan Zhou, Christian Gagné, Boyu Wang

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Efficient Projection-Free Online Methods with Stochastic Recursive Gradient


Oct 24, 2019
Jiahao Xie, Zebang Shen, Chao Zhang, Boyu Wang, Hui Qian

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* 15 pages, 3 figures 
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Stochastic Recursive Gradient-Based Methods for Projection-Free Online Learning


Oct 21, 2019
Jiahao Xie, Zebang Shen, Chao Zhang, Hui Qian, Boyu Wang

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* 15 pages, 3 figures 
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Visual Understanding of Multiple Attributes Learning Model of X-Ray Scattering Images


Oct 10, 2019
Xinyi Huang, Suphanut Jamonnak, Ye Zhao, Boyu Wang, Minh Hoai, Kevin Yager, Wei Xu

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* 5 pages, 2 figures, ICCV conference co-held XAIC workshop 2019 
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Clustering with Similarity Preserving


May 21, 2019
Zhao Kang, Honghui Xu, Boyu Wang, Hongyuan Zhu, Zenglin Xu

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A Principled Approach for Learning Task Similarity in Multitask Learning


Mar 21, 2019
Changjian Shui, Mahdieh Abbasi, Louis-Émile Robitaille, Boyu Wang, Christian Gagné

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Leveraging Disease Progression Learning for Medical Image Recognition


Sep 01, 2018
Qicheng Lao, Thomas Fevens, Boyu Wang

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X-ray Scattering Image Classification Using Deep Learning


Nov 10, 2016
Boyu Wang, Kevin Yager, Dantong Yu, Minh Hoai

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Online Ensemble Learning for Imbalanced Data Streams


Oct 30, 2013
Boyu Wang, Joelle Pineau

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