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Semantics-Depth-Symbiosis: Deeply Coupled Semi-Supervised Learning of Semantics and Depth



Nitin Bansal , Pan Ji , Junsong Yuan , Yi Xu


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MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video



Jinlu Zhang , Zhigang Tu , Jianyu Yang , Yujin Chen , Junsong Yuan

* CVPR2022 Accepted Paper 

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Optical Flow for Video Super-Resolution: A Survey



Zhigang Tu , Hongyan Li , Wei Xie , Yuanzhong Liu , Shifu Zhang , Baoxin Li , Junsong Yuan


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Deformable VisTR: Spatio temporal deformable attention for video instance segmentation



Sudhir Yarram , Jialian Wu , Pan Ji , Yi Xu , Junsong Yuan

* Accepted to ICASSP 2022 

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Efficient Video Instance Segmentation via Tracklet Query and Proposal



Jialian Wu , Sudhir Yarram , Hui Liang , Tian Lan , Junsong Yuan , Jayan Eledath , Gerard Medioni

* Accepted to CVPR 2022 

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Slow-Fast Visual Tempo Learning for Video-based Action Recognition



Yuanzhong Liu , Zhigang Tu , Hongyan Li , Chi Chen , Baoxin Li , Junsong Yuan


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Joint-bone Fusion Graph Convolutional Network for Semi-supervised Skeleton Action Recognition



Zhigang Tu , Jiaxu Zhang , Hongyan Li , Yujin Chen , Junsong Yuan


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Consistent 3D Hand Reconstruction in Video via self-supervised Learning



Zhigang Tu , Zhisheng Huang , Yujin Chen , Di Kang , Linchao Bao , Bisheng Yang , Junsong Yuan

* arXiv admin note: substantial text overlap with arXiv:2103.11703 

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Pseudo Supervised Monocular Depth Estimation with Teacher-Student Network



Huan Liu , Junsong Yuan , Chen Wang , Jun Chen


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