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Video2StyleGAN: Encoding Video in Latent Space for Manipulation



Jiyang Yu , Jingen Liu , Jing Huang , Wei Zhang , Tao Mei


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Bi-Calibration Networks for Weakly-Supervised Video Representation Learning



Fuchen Long , Ting Yao , Zhaofan Qiu , Xinmei Tian , Jiebo Luo , Tao Mei


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Stand-Alone Inter-Frame Attention in Video Models



Fuchen Long , Zhaofan Qiu , Yingwei Pan , Ting Yao , Jiebo Luo , Tao Mei

* CVPR 2022; Code is publicly available at: https://github.com/FuchenUSTC/SIFA 

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Comprehending and Ordering Semantics for Image Captioning



Yehao Li , Yingwei Pan , Ting Yao , Tao Mei

* CVPR 2022; Code is publicly available at: https://github.com/YehLi/xmodaler/tree/master/configs/image_caption/cosnet 

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MLP-3D: A MLP-like 3D Architecture with Grouped Time Mixing



Zhaofan Qiu , Ting Yao , Chong-Wah Ngo , Tao Mei

* CVPR 2022; Code is publicly available at: https://github.com/ZhaofanQiu/MLP-3D 

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Exploring Structure-aware Transformer over Interaction Proposals for Human-Object Interaction Detection



Yong Zhang , Yingwei Pan , Ting Yao , Rui Huang , Tao Mei , Chang-Wen Chen

* CVPR 2022; Code is publicly available at: https://github.com/zyong812/STIP 

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Silver-Bullet-3D at ManiSkill 2021: Learning-from-Demonstrations and Heuristic Rule-based Methods for Object Manipulation



Yingwei Pan , Yehao Li , Yiheng Zhang , Qi Cai , Fuchen Long , Zhaofan Qiu , Ting Yao , Tao Mei

* Accepted by ICLR 2022 Workshop on Generalizable Policy Learning in Physical World. Top-performing systems for both no interaction and no restriction tracks in SAPIEN ManiSkill Challenge 2021. The source code and model are publicly available at: https://github.com/caiqi/Silver-Bullet-3D/ 

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Structured Two-stream Attention Network for Video Question Answering



Lianli Gao , Pengpeng Zeng , Jingkuan Song , Yuan-Fang Li , Wu Liu , Tao Mei , Heng Tao Shen


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Gait Recognition in the Wild with Dense 3D Representations and A Benchmark



Jinkai Zheng , Xinchen Liu , Wu Liu , Lingxiao He , Chenggang Yan , Tao Mei

* 16 pages, 11 figures, CVPR 2022 accepted, project page: https://gait3d.github.io/ 

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A-ACT: Action Anticipation through Cycle Transformations



Akash Gupta , Jingen Liu , Liefeng Bo , Amit K. Roy-Chowdhury , Tao Mei


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