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K-space and Image Domain Collaborative Energy based Model for Parallel MRI Reconstruction



Zongjiang Tu , Chen Jiang , Yu Guan , Shanshan Wang , Jijun Liu , Qiegen Liu , Dong Liang

* 10 pages,9 figures 

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Learning Disentangled Behaviour Patterns for Wearable-based Human Activity Recognition



Jie Su , Zhenyu Wen , Tao Lin , Yu Guan

* Accepted to ACM IMWUT 2022 

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Ubi-SleepNet: Advanced Multimodal Fusion Techniques for Three-stage Sleep Classification Using Ubiquitous Sensing



Bing Zhai , Yu Guan , Michael Catt , Thomas Ploetz

* Accepted in IMWUT for 2021 Dec issue 

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LSTA-Net: Long short-term Spatio-Temporal Aggregation Network for Skeleton-based Action Recognition



Tailin Chen , Shidong Wang , Desen Zhou , Yu Guan

* Accepted by BMVC 2021 

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MRI Reconstruction Using Deep Energy-Based Model



Yu Guan , Zongjiang Tu , Shanshan Wang , Qiegen Liu , Yuhao Wang , Dong Liang

* 36 pages, 9 figures 

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S4-Crowd: Semi-Supervised Learning with Self-Supervised Regularisation for Crowd Counting



Haoran Duan , Yu Guan


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Discriminative Latent Semantic Graph for Video Captioning



Yang Bai , Junyan Wang , Yang Long , Bingzhang Hu , Yang Song , Maurice Pagnucco , Yu Guan

* accepted by ACM MM 2021 

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Learning Multi-Granular Spatio-Temporal Graph Network for Skeleton-based Action Recognition



Tailin Chen , Desen Zhou , Jian Wang , Shidong Wang , Yu Guan , Xuming He , Errui Ding

* Accepted by ACM MM'21 

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New Riemannian preconditioned algorithms for tensor completion via polyadic decomposition



Shuyu Dong , Bin Gao , Yu Guan , François Glineur

* 24 Pages, 7 figures, 3 tables 

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