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New Riemannian preconditioned algorithms for tensor completion via polyadic decomposition


Jan 26, 2021
Shuyu Dong, Bin Gao, Yu Guan, François Glineur

* 24 Pages, 7 figures, 3 tables 

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Invariant Deep Compressible Covariance Pooling for Aerial Scene Categorization


Nov 11, 2020
Shidong Wang, Yi Ren, Gerard Parr, Yu Guan, Ling Shao

* This article has been accepted for inclusion in a future issue of IEEE Transactions on Geoscience and Remote Sensing. Content is final as presented, with the exception of pagination 

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Iterative Reconstruction for Low-Dose CT using Deep Gradient Priors of Generative Model


Sep 27, 2020
Zhuonan He, Yikun Zhang, Yu Guan, Shanzhou Niu, Yi Zhang, Yang Chen, Qiegen Liu


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Automated Stroke Rehabilitation Assessment using Wearable Accelerometers in Free-Living Environments


Sep 17, 2020
Xi Chen, Yu Guan, Jian-Qing Shi, Xiu-Li Du, Janet Eyre

* submitted to ACM Trans. Computing for Healthcare 

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Alternating minimization algorithms for graph regularized tensor completion


Aug 28, 2020
Yu Guan, Shuyu Dong, P. -A. Absil, François Glineur


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Query Twice: Dual Mixture Attention Meta Learning for Video Summarization


Aug 19, 2020
Junyan Wang, Yang Bai, Yang Long, Bingzhang Hu, Zhenhua Chai, Yu Guan, Xiaolin Wei

* This manuscript has been accepted at ACM MM 2020 

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Fatigue Assessment using ECG and Actigraphy Sensors


Aug 18, 2020
Yang Bai, Yu Guan, Wan-Fai Ng

* accepted by ISWC 2020 

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SOFA-Net: Second-Order and First-order Attention Network for Crowd Counting


Aug 09, 2020
Haoran Duan, Shidong Wang, Yu Guan

* Accepted by BMVC 2020 

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Building Rule Hierarchies for Efficient Logical Rule Learning from Knowledge Graphs


Jun 30, 2020
Yulong Gu, Yu Guan, Paolo Missier


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Efficient Rule Learning with Template Saturation for Knowledge Graph Completion


Mar 13, 2020
Yulong Gu, Yu Guan, Paolo Missier


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Orchestrating Development Lifecycle of Machine Learning Based IoT Applications: A Survey


Oct 15, 2019
Bin Qian, Jie Su, Zhenyu Wen, Devki Nandan Jha, Yinhao Li, Yu Guan, Deepak Puthal, Philip James, Renyu Yang, Albert Y. Zomaya, Omer Rana, Lizhe Wang, Rajiv Ranjan

* 50 pages, Submitted to ACM Computing Surveys 

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Order Matters: Shuffling Sequence Generation for Video Prediction


Jul 20, 2019
Junyan Wang, Bingzhang Hu, Yang Long, Yu Guan

* This manuscript has been accepted at BMVC 2019. See the project at https://github.com/andrewjywang/SEENet 

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Towards Reliable, Automated General Movement Assessment for Perinatal Stroke Screening in Infants Using Wearable Accelerometers


Feb 21, 2019
Yan Gao, Yang Long, Yu Guan, Anna Basu, Jessica Baggaley, Thomas Ploetz

* Gao and Long share equal contributions; This work has been accepted for publication in ACM IMWUT (Ubicomp) 2019; 

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Robust Cross-View Gait Identification with Evidence: A Discriminant Gait GAN (DiGGAN) Approach on 10000 People


Nov 26, 2018
BingZhang Hu, Yan Gao, Yu Guan, Yang Long, Nicholas Lane, Thomas Ploetz


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Towards Universal Representation for Unseen Action Recognition


Mar 22, 2018
Yi Zhu, Yang Long, Yu Guan, Shawn Newsam, Ling Shao

* Accepted at CVPR 2018 

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Ensembles of Deep LSTM Learners for Activity Recognition using Wearables


Mar 28, 2017
Yu Guan, Thomas Ploetz

* accepted for publication in ACM IMWUT (Ubicomp) 2017 

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